Image Classification
Transformers
Safetensors
siglip
multi-label
fashion
apparel
manufacturing
quality-control
siglip2
Instructions to use resoa/garment-attributes with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use resoa/garment-attributes with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="resoa/garment-attributes") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")# Load model directly from transformers import AutoProcessor, AutoModelForImageClassification processor = AutoProcessor.from_pretrained("resoa/garment-attributes") model = AutoModelForImageClassification.from_pretrained("resoa/garment-attributes", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Upload folder using huggingface_hub
Browse files- README.md +105 -0
- config.json +703 -0
- eval_metrics.json +11 -0
- eval_report.json +9 -0
- label_space.json +1532 -0
- model.safetensors +3 -0
- per_attribute.json +1310 -0
- per_attribute.md +220 -0
- preprocessor_config.json +23 -0
- training_args.bin +3 -0
README.md
ADDED
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| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
tags:
|
| 4 |
+
- image-classification
|
| 5 |
+
- multi-label
|
| 6 |
+
- fashion
|
| 7 |
+
- apparel
|
| 8 |
+
- manufacturing
|
| 9 |
+
- quality-control
|
| 10 |
+
- siglip2
|
| 11 |
+
datasets:
|
| 12 |
+
- Fashionpedia
|
| 13 |
+
metrics:
|
| 14 |
+
- f1
|
| 15 |
+
- average-precision
|
| 16 |
+
pipeline_tag: image-classification
|
| 17 |
+
library_name: transformers
|
| 18 |
+
---
|
| 19 |
+
|
| 20 |
+
# garment-attributes
|
| 21 |
+
|
| 22 |
+
Multi-label classification of fine-grained garment construction attributes
|
| 23 |
+
from a garment crop: silhouette, length, neckline/collar/sleeve/pocket type,
|
| 24 |
+
opening/closure type, waistline, textile pattern, finishing techniques, and
|
| 25 |
+
fabric appearance. SigLIP2 vision encoder (Apache 2.0) with a classification
|
| 26 |
+
head, fine-tuned on per-instance attribute annotations from
|
| 27 |
+
[Fashionpedia](https://fashionpedia.github.io/home/) (CC BY 4.0).
|
| 28 |
+
|
| 29 |
+
Label space: the 218 Fashionpedia attributes with ≥100
|
| 30 |
+
training instances (the full list with supergroups and support counts ships
|
| 31 |
+
in `label_space.json` and in `config.json` `id2label`). Attributes map to
|
| 32 |
+
tech pack fields — e.g. *opening type* → construction/closure, *textile
|
| 33 |
+
pattern* → BOM/fabric — per the pipeline's `docs/taxonomy.md`.
|
| 34 |
+
|
| 35 |
+
Loads with stock `transformers` — no remote code:
|
| 36 |
+
|
| 37 |
+
```python
|
| 38 |
+
from transformers import AutoImageProcessor, AutoModelForImageClassification
|
| 39 |
+
import torch
|
| 40 |
+
from PIL import Image
|
| 41 |
+
|
| 42 |
+
model = AutoModelForImageClassification.from_pretrained("resoa/garment-attributes")
|
| 43 |
+
proc = AutoImageProcessor.from_pretrained("resoa/garment-attributes")
|
| 44 |
+
img = Image.open("garment_crop.jpg") # crop of ONE garment, not a full scene
|
| 45 |
+
probs = torch.sigmoid(model(**proc(images=img, return_tensors="pt")).logits)[0]
|
| 46 |
+
for i, p in enumerate(probs):
|
| 47 |
+
if p > 0.5:
|
| 48 |
+
print(model.config.id2label[i], round(p.item(), 3))
|
| 49 |
+
```
|
| 50 |
+
|
| 51 |
+
## Intended use
|
| 52 |
+
|
| 53 |
+
- Estimate visible construction characteristics of a manufactured garment
|
| 54 |
+
from a photo (crop the garment first — use `garment-detector-seg`).
|
| 55 |
+
- Cross-check a sample against tech pack attributes ("single-breasted",
|
| 56 |
+
"welt pockets", "no distressing").
|
| 57 |
+
|
| 58 |
+
**Important:** input must be a single-garment crop. Full-scene inputs
|
| 59 |
+
degrade accuracy sharply; that is what the detector stage is for.
|
| 60 |
+
|
| 61 |
+
**Out of scope:** fiber content, GSM, measurements, stitch class, color
|
| 62 |
+
(color is measured deterministically in the pipeline, not classified).
|
| 63 |
+
|
| 64 |
+
## Training
|
| 65 |
+
|
| 66 |
+
- Base: `google/siglip2-base-patch16-224` (Apache 2.0).
|
| 67 |
+
- Data: 156,937 Fashionpedia per-instance crops with attribute labels
|
| 68 |
+
(`scripts/prepare_attribute_data.py`; 8% bbox padding, min crop 48 px,
|
| 69 |
+
attributes with 100+ train instances).
|
| 70 |
+
- Objective: sigmoid BCE (`problem_type="multi_label_classification"`).
|
| 71 |
+
- Recipe: `scripts/train_attributes.py` with `configs/attributes_mac.yaml`
|
| 72 |
+
(4 epochs, batch 32, lr 2e-5, cosine schedule, trained on Apple-silicon
|
| 73 |
+
MPS in ~4.5 hours; val metrics improved monotonically each epoch).
|
| 74 |
+
|
| 75 |
+
## Evaluation (Fashionpedia val2020 instances)
|
| 76 |
+
|
| 77 |
+
| Metric | Value |
|
| 78 |
+
|---|---|
|
| 79 |
+
| macro mAP | 0.442 |
|
| 80 |
+
| micro F1 @ 0.5 | 0.710 |
|
| 81 |
+
| macro F1 @ 0.5 | 0.306 |
|
| 82 |
+
| eval instances | 3,711 |
|
| 83 |
+
| evaluable labels | 212 of 218 |
|
| 84 |
+
|
| 85 |
+
**Read the per-attribute table** (`per_attribute.md`, shipped in this repo)
|
| 86 |
+
before using any single attribute for QC decisions: performance varies
|
| 87 |
+
widely by attribute, and rare attributes (support near the cutoff) can be
|
| 88 |
+
substantially weaker. We publish the full table, including the bad rows,
|
| 89 |
+
on purpose.
|
| 90 |
+
|
| 91 |
+
## Known limitations & biases
|
| 92 |
+
|
| 93 |
+
- Multi-label confidences are not calibrated probabilities; the reference
|
| 94 |
+
pipeline routes 0.5–0.7 confidence predictions to human review.
|
| 95 |
+
- Absence of a prediction is weak evidence of absence (occlusion, angle).
|
| 96 |
+
- Trained on worn-garment street photos; flat-lay/factory photos are
|
| 97 |
+
out-of-domain — fine-tune on in-domain crops for production use.
|
| 98 |
+
- Attribute definitions follow Fashionpedia's expert ontology, which may
|
| 99 |
+
differ from a specific factory's terminology; the supergroup mapping in
|
| 100 |
+
`label_space.json` is the bridge.
|
| 101 |
+
|
| 102 |
+
## License & attribution
|
| 103 |
+
|
| 104 |
+
Weights: Apache 2.0. Data: Fashionpedia, CC BY 4.0 — cite Jia et al.,
|
| 105 |
+
ECCV 2020. Base model: SigLIP2 (Google, Apache 2.0), Tschannen et al., 2025.
|
config.json
ADDED
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@@ -0,0 +1,703 @@
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|
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|
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|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"SiglipForImageClassification"
|
| 4 |
+
],
|
| 5 |
+
"attribute_supergroups": {
|
| 6 |
+
"a-line": "silhouette",
|
| 7 |
+
"above-the-hip (length)": "length",
|
| 8 |
+
"above-the-knee (length)": "length",
|
| 9 |
+
"abstract": "textile pattern",
|
| 10 |
+
"applique(a)": "textile finishing, manufacturing techniques",
|
| 11 |
+
"argyle": "textile pattern",
|
| 12 |
+
"asymmetric (neckline)": "neckline type",
|
| 13 |
+
"asymmetrical": "silhouette",
|
| 14 |
+
"ball gown (skirt)": "nickname",
|
| 15 |
+
"balloon": "silhouette",
|
| 16 |
+
"banded (collar)": "nickname",
|
| 17 |
+
"basque (wasitline)": "waistline",
|
| 18 |
+
"bead(a)": "textile finishing, manufacturing techniques",
|
| 19 |
+
"bell": "silhouette",
|
| 20 |
+
"bell (sleeve)": "nickname",
|
| 21 |
+
"below the knee (length)": "length",
|
| 22 |
+
"bermuda (shorts)": "nickname",
|
| 23 |
+
"biker (jacket)": "nickname",
|
| 24 |
+
"bishop (sleeve)": "nickname",
|
| 25 |
+
"blanket (coat)": "nickname",
|
| 26 |
+
"blazer": "nickname",
|
| 27 |
+
"blouson (dress)": "nickname",
|
| 28 |
+
"boat (neck)": "neckline type",
|
| 29 |
+
"bodycon (dress)": "nickname",
|
| 30 |
+
"bomber (jacket)": "nickname",
|
| 31 |
+
"bootcut": "silhouette",
|
| 32 |
+
"burnout": "textile finishing, manufacturing techniques",
|
| 33 |
+
"camisole": "nickname",
|
| 34 |
+
"camouflage": "textile pattern",
|
| 35 |
+
"cap (sleeve)": "nickname",
|
| 36 |
+
"capri (pants)": "nickname",
|
| 37 |
+
"cargo (pocket)": "nickname",
|
| 38 |
+
"cartoon": "textile pattern",
|
| 39 |
+
"check": "textile pattern",
|
| 40 |
+
"cheetah": "animal",
|
| 41 |
+
"chevron": "textile pattern",
|
| 42 |
+
"choker (neck)": "neckline type",
|
| 43 |
+
"circle": "silhouette",
|
| 44 |
+
"circular flounce (sleeve)": "nickname",
|
| 45 |
+
"classic (t-shirt)": "nickname",
|
| 46 |
+
"collarless": "neckline type",
|
| 47 |
+
"cowl (neck)": "neckline type",
|
| 48 |
+
"crew (neck)": "neckline type",
|
| 49 |
+
"crop (jacket)": "nickname",
|
| 50 |
+
"crop (pants)": "nickname",
|
| 51 |
+
"crop (top)": "nickname",
|
| 52 |
+
"crossover (neck)": "neckline type",
|
| 53 |
+
"culottes": "nickname",
|
| 54 |
+
"curved (fit)": "silhouette",
|
| 55 |
+
"curved (pocket)": "nickname",
|
| 56 |
+
"cutout": "textile finishing, manufacturing techniques",
|
| 57 |
+
"dirndl (skirt)": "nickname",
|
| 58 |
+
"distressed": "textile finishing, manufacturing techniques",
|
| 59 |
+
"dolman (sleeve), batwing (sleeve)": "nickname",
|
| 60 |
+
"dot": "textile pattern",
|
| 61 |
+
"double breasted": "opening type",
|
| 62 |
+
"dropped waistline": "waistline",
|
| 63 |
+
"dropped-shoulder sleeve": "nickname",
|
| 64 |
+
"elbow-length": "length",
|
| 65 |
+
"empire waistline": "waistline",
|
| 66 |
+
"fair isle": "textile pattern",
|
| 67 |
+
"fit and flare": "silhouette",
|
| 68 |
+
"flap (pocket)": "nickname",
|
| 69 |
+
"flare": "silhouette",
|
| 70 |
+
"floor (length)": "length",
|
| 71 |
+
"floral": "textile pattern",
|
| 72 |
+
"fly (opening)": "opening type",
|
| 73 |
+
"frayed": "textile finishing, manufacturing techniques",
|
| 74 |
+
"fur": "non-textile material type",
|
| 75 |
+
"gathering": "textile finishing, manufacturing techniques",
|
| 76 |
+
"gem": "non-textile material type",
|
| 77 |
+
"geometric": "textile pattern",
|
| 78 |
+
"gown": "nickname",
|
| 79 |
+
"halter (dress)": "nickname",
|
| 80 |
+
"halter (neck)": "neckline type",
|
| 81 |
+
"halter (top)": "nickname",
|
| 82 |
+
"high (neck)": "neckline type",
|
| 83 |
+
"high low": "silhouette",
|
| 84 |
+
"high waist": "waistline",
|
| 85 |
+
"hip (length)": "length",
|
| 86 |
+
"hip-huggers (pants)": "nickname",
|
| 87 |
+
"hobble (skirt)": "nickname",
|
| 88 |
+
"hoodie": "nickname",
|
| 89 |
+
"illusion (neck)": "neckline type",
|
| 90 |
+
"jeans": "nickname",
|
| 91 |
+
"jumper (dress)": "nickname",
|
| 92 |
+
"kaftan": "nickname",
|
| 93 |
+
"kangaroo (pocket)": "nickname",
|
| 94 |
+
"keyhole (neck)": "neckline type",
|
| 95 |
+
"kimono (sleeve)": "nickname",
|
| 96 |
+
"knee (length)": "length",
|
| 97 |
+
"lace up": "opening type",
|
| 98 |
+
"leg of mutton (sleeve)": "nickname",
|
| 99 |
+
"leggings": "nickname",
|
| 100 |
+
"leopard": "animal",
|
| 101 |
+
"letters, numbers": "textile pattern",
|
| 102 |
+
"lining": "textile finishing, manufacturing techniques",
|
| 103 |
+
"loose (fit)": "silhouette",
|
| 104 |
+
"lounge (shorts)": "nickname",
|
| 105 |
+
"low waist": "waistline",
|
| 106 |
+
"mandarin (collar)": "nickname",
|
| 107 |
+
"maxi (length)": "length",
|
| 108 |
+
"mermaid": "silhouette",
|
| 109 |
+
"metal": "non-textile material type",
|
| 110 |
+
"micro (length)": "length",
|
| 111 |
+
"midi": "length",
|
| 112 |
+
"mini (length)": "length",
|
| 113 |
+
"napoleon (lapel)": "nickname",
|
| 114 |
+
"no non-textile material": "non-textile material type",
|
| 115 |
+
"no opening": "opening type",
|
| 116 |
+
"no special manufacturing technique": "textile finishing, manufacturing techniques",
|
| 117 |
+
"no waistline": "waistline",
|
| 118 |
+
"norfolk (jacket)": "nickname",
|
| 119 |
+
"normal waist": "waistline",
|
| 120 |
+
"notched (lapel)": "nickname",
|
| 121 |
+
"off-the-shoulder": "neckline type",
|
| 122 |
+
"one shoulder": "neckline type",
|
| 123 |
+
"oval (neck)": "neckline type",
|
| 124 |
+
"oversized": "silhouette",
|
| 125 |
+
"oversized (collar)": "nickname",
|
| 126 |
+
"oversized (lapel)": "nickname",
|
| 127 |
+
"paisley": "textile pattern",
|
| 128 |
+
"parka": "nickname",
|
| 129 |
+
"patch (pocket)": "nickname",
|
| 130 |
+
"pea (coat)": "nickname",
|
| 131 |
+
"peak (lapel)": "nickname",
|
| 132 |
+
"peasant (top)": "nickname",
|
| 133 |
+
"peg": "silhouette",
|
| 134 |
+
"peg (pants)": "nickname",
|
| 135 |
+
"pencil": "silhouette",
|
| 136 |
+
"peplum": "silhouette",
|
| 137 |
+
"perforated": "textile finishing, manufacturing techniques",
|
| 138 |
+
"peter pan (collar)": "nickname",
|
| 139 |
+
"plain (pattern)": "textile pattern",
|
| 140 |
+
"plant": "textile pattern",
|
| 141 |
+
"plastic": "non-textile material type",
|
| 142 |
+
"pleat": "textile finishing, manufacturing techniques",
|
| 143 |
+
"plunging (neckline)": "neckline type",
|
| 144 |
+
"poet (sleeve)": "nickname",
|
| 145 |
+
"polo (collar)": "nickname",
|
| 146 |
+
"polo (shirt)": "nickname",
|
| 147 |
+
"printed": "textile finishing, manufacturing techniques",
|
| 148 |
+
"puff (sleeve)": "nickname",
|
| 149 |
+
"puffer (jacket)": "nickname",
|
| 150 |
+
"queen anne (neck)": "neckline type",
|
| 151 |
+
"quilted": "textile finishing, manufacturing techniques",
|
| 152 |
+
"raglan (sleeve)": "nickname",
|
| 153 |
+
"raglan (t-shirt)": "nickname",
|
| 154 |
+
"rah-rah (skirt)": "nickname",
|
| 155 |
+
"regular (collar)": "nickname",
|
| 156 |
+
"regular (fit)": "silhouette",
|
| 157 |
+
"rivet(a)": "textile finishing, manufacturing techniques",
|
| 158 |
+
"roll-up (shorts)": "nickname",
|
| 159 |
+
"round (neck)": "neckline type",
|
| 160 |
+
"rubber": "non-textile material type",
|
| 161 |
+
"ruched": "textile finishing, manufacturing techniques",
|
| 162 |
+
"sailor (pants)": "nickname",
|
| 163 |
+
"sailor (shirt)": "nickname",
|
| 164 |
+
"scoop (neck)": "neckline type",
|
| 165 |
+
"seam (pocket)": "nickname",
|
| 166 |
+
"sequin(a)": "textile finishing, manufacturing techniques",
|
| 167 |
+
"set-in sleeve": "nickname",
|
| 168 |
+
"shawl (lapel)": "nickname",
|
| 169 |
+
"sheath (dress)": "nickname",
|
| 170 |
+
"sheath (skirt)": "nickname",
|
| 171 |
+
"shift (dress)": "nickname",
|
| 172 |
+
"shirt (collar)": "nickname",
|
| 173 |
+
"shirt (dress)": "nickname",
|
| 174 |
+
"short (length)": "length",
|
| 175 |
+
"short (shorts)": "nickname",
|
| 176 |
+
"single breasted": "opening type",
|
| 177 |
+
"skater (dress)": "nickname",
|
| 178 |
+
"skater (skirt)": "nickname",
|
| 179 |
+
"slash (pocket)": "nickname",
|
| 180 |
+
"sleeveless": "length",
|
| 181 |
+
"slip (dress)": "nickname",
|
| 182 |
+
"slit": "textile finishing, manufacturing techniques",
|
| 183 |
+
"smocking": "textile finishing, manufacturing techniques",
|
| 184 |
+
"snakeskin (pattern)": "animal",
|
| 185 |
+
"square (neckline)": "neckline type",
|
| 186 |
+
"stand-away (collar)": "nickname",
|
| 187 |
+
"straight": "silhouette",
|
| 188 |
+
"straight across (neck)": "neckline type",
|
| 189 |
+
"stripe": "textile pattern",
|
| 190 |
+
"sundress": "nickname",
|
| 191 |
+
"surplice (neck)": "neckline type",
|
| 192 |
+
"sweater (dress)": "nickname",
|
| 193 |
+
"sweatpants": "nickname",
|
| 194 |
+
"sweetheart (neckline)": "neckline type",
|
| 195 |
+
"symmetrical": "silhouette",
|
| 196 |
+
"tank (top)": "nickname",
|
| 197 |
+
"teddy bear (coat)": "nickname",
|
| 198 |
+
"tent": "silhouette",
|
| 199 |
+
"three quarter (length)": "length",
|
| 200 |
+
"tiered": "textile finishing, manufacturing techniques",
|
| 201 |
+
"tight (fit)": "silhouette",
|
| 202 |
+
"toile de jouy": "textile pattern",
|
| 203 |
+
"track (jacket)": "nickname",
|
| 204 |
+
"trench (coat)": "nickname",
|
| 205 |
+
"trucker (jacket)": "nickname",
|
| 206 |
+
"trumpet": "silhouette",
|
| 207 |
+
"tube (top)": "nickname",
|
| 208 |
+
"tulip (sleeve)": "nickname",
|
| 209 |
+
"tunic (dress)": "nickname",
|
| 210 |
+
"tunic (top)": "nickname",
|
| 211 |
+
"turtle (neck)": "neckline type",
|
| 212 |
+
"tuxedo (jacket)": "nickname",
|
| 213 |
+
"u-neck": "neckline type",
|
| 214 |
+
"undershirt": "nickname",
|
| 215 |
+
"v-neck": "neckline type",
|
| 216 |
+
"washed": "textile finishing, manufacturing techniques",
|
| 217 |
+
"welt (pocket)": "nickname",
|
| 218 |
+
"wide leg": "silhouette",
|
| 219 |
+
"wrap (coat)": "nickname",
|
| 220 |
+
"wrap (dress)": "nickname",
|
| 221 |
+
"wrapping": "opening type",
|
| 222 |
+
"wrist-length": "length",
|
| 223 |
+
"zip-up": "opening type"
|
| 224 |
+
},
|
| 225 |
+
"dtype": "float32",
|
| 226 |
+
"id2label": {
|
| 227 |
+
"0": "no non-textile material",
|
| 228 |
+
"1": "symmetrical",
|
| 229 |
+
"2": "plain (pattern)",
|
| 230 |
+
"3": "set-in sleeve",
|
| 231 |
+
"4": "no special manufacturing technique",
|
| 232 |
+
"5": "wrist-length",
|
| 233 |
+
"6": "normal waist",
|
| 234 |
+
"7": "regular (fit)",
|
| 235 |
+
"8": "no waistline",
|
| 236 |
+
"9": "above-the-hip (length)",
|
| 237 |
+
"10": "zip-up",
|
| 238 |
+
"11": "tight (fit)",
|
| 239 |
+
"12": "short (length)",
|
| 240 |
+
"13": "single breasted",
|
| 241 |
+
"14": "high waist",
|
| 242 |
+
"15": "lining",
|
| 243 |
+
"16": "hip (length)",
|
| 244 |
+
"17": "mini (length)",
|
| 245 |
+
"18": "maxi (length)",
|
| 246 |
+
"19": "fly (opening)",
|
| 247 |
+
"20": "printed",
|
| 248 |
+
"21": "straight",
|
| 249 |
+
"22": "three quarter (length)",
|
| 250 |
+
"23": "round (neck)",
|
| 251 |
+
"24": "classic (t-shirt)",
|
| 252 |
+
"25": "welt (pocket)",
|
| 253 |
+
"26": "floor (length)",
|
| 254 |
+
"27": "flap (pocket)",
|
| 255 |
+
"28": "gown",
|
| 256 |
+
"29": "patch (pocket)",
|
| 257 |
+
"30": "curved (pocket)",
|
| 258 |
+
"31": "shirt (collar)",
|
| 259 |
+
"32": "loose (fit)",
|
| 260 |
+
"33": "gathering",
|
| 261 |
+
"34": "no opening",
|
| 262 |
+
"35": "slash (pocket)",
|
| 263 |
+
"36": "above-the-knee (length)",
|
| 264 |
+
"37": "a-line",
|
| 265 |
+
"38": "washed",
|
| 266 |
+
"39": "jeans",
|
| 267 |
+
"40": "low waist",
|
| 268 |
+
"41": "floral",
|
| 269 |
+
"42": "pencil",
|
| 270 |
+
"43": "fit and flare",
|
| 271 |
+
"44": "micro (length)",
|
| 272 |
+
"45": "elbow-length",
|
| 273 |
+
"46": "dropped-shoulder sleeve",
|
| 274 |
+
"47": "v-neck",
|
| 275 |
+
"48": "oval (neck)",
|
| 276 |
+
"49": "plastic",
|
| 277 |
+
"50": "stripe",
|
| 278 |
+
"51": "blazer",
|
| 279 |
+
"52": "scoop (neck)",
|
| 280 |
+
"53": "cap (sleeve)",
|
| 281 |
+
"54": "knee (length)",
|
| 282 |
+
"55": "notched (lapel)",
|
| 283 |
+
"56": "straight across (neck)",
|
| 284 |
+
"57": "pleat",
|
| 285 |
+
"58": "check",
|
| 286 |
+
"59": "midi",
|
| 287 |
+
"60": "asymmetrical",
|
| 288 |
+
"61": "tank (top)",
|
| 289 |
+
"62": "applique(a)",
|
| 290 |
+
"63": "sheath (dress)",
|
| 291 |
+
"64": "bead(a)",
|
| 292 |
+
"65": "raglan (sleeve)",
|
| 293 |
+
"66": "boat (neck)",
|
| 294 |
+
"67": "leggings",
|
| 295 |
+
"68": "sweetheart (neckline)",
|
| 296 |
+
"69": "sheath (skirt)",
|
| 297 |
+
"70": "letters, numbers",
|
| 298 |
+
"71": "short (shorts)",
|
| 299 |
+
"72": "shift (dress)",
|
| 300 |
+
"73": "below the knee (length)",
|
| 301 |
+
"74": "abstract",
|
| 302 |
+
"75": "circle",
|
| 303 |
+
"76": "regular (collar)",
|
| 304 |
+
"77": "ruched",
|
| 305 |
+
"78": "skater (dress)",
|
| 306 |
+
"79": "geometric",
|
| 307 |
+
"80": "flare",
|
| 308 |
+
"81": "bodycon (dress)",
|
| 309 |
+
"82": "metal",
|
| 310 |
+
"83": "crop (top)",
|
| 311 |
+
"84": "dot",
|
| 312 |
+
"85": "biker (jacket)",
|
| 313 |
+
"86": "camisole",
|
| 314 |
+
"87": "u-neck",
|
| 315 |
+
"88": "wrapping",
|
| 316 |
+
"89": "slit",
|
| 317 |
+
"90": "dolman (sleeve), batwing (sleeve)",
|
| 318 |
+
"91": "plunging (neckline)",
|
| 319 |
+
"92": "puff (sleeve)",
|
| 320 |
+
"93": "bell",
|
| 321 |
+
"94": "asymmetric (neckline)",
|
| 322 |
+
"95": "peg",
|
| 323 |
+
"96": "tunic (dress)",
|
| 324 |
+
"97": "cartoon",
|
| 325 |
+
"98": "collarless",
|
| 326 |
+
"99": "dropped waistline",
|
| 327 |
+
"100": "distressed",
|
| 328 |
+
"101": "seam (pocket)",
|
| 329 |
+
"102": "crew (neck)",
|
| 330 |
+
"103": "high (neck)",
|
| 331 |
+
"104": "gem",
|
| 332 |
+
"105": "napoleon (lapel)",
|
| 333 |
+
"106": "banded (collar)",
|
| 334 |
+
"107": "cutout",
|
| 335 |
+
"108": "rivet(a)",
|
| 336 |
+
"109": "trumpet",
|
| 337 |
+
"110": "fur",
|
| 338 |
+
"111": "peak (lapel)",
|
| 339 |
+
"112": "shawl (lapel)",
|
| 340 |
+
"113": "one shoulder",
|
| 341 |
+
"114": "square (neckline)",
|
| 342 |
+
"115": "oversized",
|
| 343 |
+
"116": "mermaid",
|
| 344 |
+
"117": "high low",
|
| 345 |
+
"118": "turtle (neck)",
|
| 346 |
+
"119": "double breasted",
|
| 347 |
+
"120": "halter (neck)",
|
| 348 |
+
"121": "kimono (sleeve)",
|
| 349 |
+
"122": "halter (dress)",
|
| 350 |
+
"123": "wide leg",
|
| 351 |
+
"124": "off-the-shoulder",
|
| 352 |
+
"125": "bell (sleeve)",
|
| 353 |
+
"126": "undershirt",
|
| 354 |
+
"127": "bishop (sleeve)",
|
| 355 |
+
"128": "kangaroo (pocket)",
|
| 356 |
+
"129": "tiered",
|
| 357 |
+
"130": "sequin(a)",
|
| 358 |
+
"131": "shirt (dress)",
|
| 359 |
+
"132": "frayed",
|
| 360 |
+
"133": "burnout",
|
| 361 |
+
"134": "tube (top)",
|
| 362 |
+
"135": "slip (dress)",
|
| 363 |
+
"136": "circular flounce (sleeve)",
|
| 364 |
+
"137": "surplice (neck)",
|
| 365 |
+
"138": "blanket (coat)",
|
| 366 |
+
"139": "oversized (lapel)",
|
| 367 |
+
"140": "dirndl (skirt)",
|
| 368 |
+
"141": "trucker (jacket)",
|
| 369 |
+
"142": "tent",
|
| 370 |
+
"143": "plant",
|
| 371 |
+
"144": "tuxedo (jacket)",
|
| 372 |
+
"145": "hoodie",
|
| 373 |
+
"146": "tunic (top)",
|
| 374 |
+
"147": "stand-away (collar)",
|
| 375 |
+
"148": "sweater (dress)",
|
| 376 |
+
"149": "empire waistline",
|
| 377 |
+
"150": "toile de jouy",
|
| 378 |
+
"151": "halter (top)",
|
| 379 |
+
"152": "skater (skirt)",
|
| 380 |
+
"153": "fair isle",
|
| 381 |
+
"154": "lace up",
|
| 382 |
+
"155": "crop (pants)",
|
| 383 |
+
"156": "poet (sleeve)",
|
| 384 |
+
"157": "queen anne (neck)",
|
| 385 |
+
"158": "hobble (skirt)",
|
| 386 |
+
"159": "bomber (jacket)",
|
| 387 |
+
"160": "leg of mutton (sleeve)",
|
| 388 |
+
"161": "sleeveless",
|
| 389 |
+
"162": "paisley",
|
| 390 |
+
"163": "jumper (dress)",
|
| 391 |
+
"164": "sailor (pants)",
|
| 392 |
+
"165": "peg (pants)",
|
| 393 |
+
"166": "bootcut",
|
| 394 |
+
"167": "illusion (neck)",
|
| 395 |
+
"168": "oversized (collar)",
|
| 396 |
+
"169": "peasant (top)",
|
| 397 |
+
"170": "track (jacket)",
|
| 398 |
+
"171": "pea (coat)",
|
| 399 |
+
"172": "quilted",
|
| 400 |
+
"173": "cargo (pocket)",
|
| 401 |
+
"174": "cowl (neck)",
|
| 402 |
+
"175": "peplum",
|
| 403 |
+
"176": "tulip (sleeve)",
|
| 404 |
+
"177": "sundress",
|
| 405 |
+
"178": "sailor (shirt)",
|
| 406 |
+
"179": "peter pan (collar)",
|
| 407 |
+
"180": "leopard",
|
| 408 |
+
"181": "roll-up (shorts)",
|
| 409 |
+
"182": "polo (shirt)",
|
| 410 |
+
"183": "bermuda (shorts)",
|
| 411 |
+
"184": "trench (coat)",
|
| 412 |
+
"185": "mandarin (collar)",
|
| 413 |
+
"186": "rubber",
|
| 414 |
+
"187": "chevron",
|
| 415 |
+
"188": "capri (pants)",
|
| 416 |
+
"189": "blouson (dress)",
|
| 417 |
+
"190": "polo (collar)",
|
| 418 |
+
"191": "perforated",
|
| 419 |
+
"192": "teddy bear (coat)",
|
| 420 |
+
"193": "culottes",
|
| 421 |
+
"194": "raglan (t-shirt)",
|
| 422 |
+
"195": "balloon",
|
| 423 |
+
"196": "rah-rah (skirt)",
|
| 424 |
+
"197": "lounge (shorts)",
|
| 425 |
+
"198": "puffer (jacket)",
|
| 426 |
+
"199": "smocking",
|
| 427 |
+
"200": "camouflage",
|
| 428 |
+
"201": "wrap (coat)",
|
| 429 |
+
"202": "cheetah",
|
| 430 |
+
"203": "wrap (dress)",
|
| 431 |
+
"204": "basque (wasitline)",
|
| 432 |
+
"205": "parka",
|
| 433 |
+
"206": "crop (jacket)",
|
| 434 |
+
"207": "norfolk (jacket)",
|
| 435 |
+
"208": "ball gown (skirt)",
|
| 436 |
+
"209": "keyhole (neck)",
|
| 437 |
+
"210": "kaftan",
|
| 438 |
+
"211": "sweatpants",
|
| 439 |
+
"212": "argyle",
|
| 440 |
+
"213": "choker (neck)",
|
| 441 |
+
"214": "curved (fit)",
|
| 442 |
+
"215": "hip-huggers (pants)",
|
| 443 |
+
"216": "crossover (neck)",
|
| 444 |
+
"217": "snakeskin (pattern)"
|
| 445 |
+
},
|
| 446 |
+
"initializer_factor": 1.0,
|
| 447 |
+
"label2id": {
|
| 448 |
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|
| 449 |
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|
| 450 |
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"above-the-knee (length)": 36,
|
| 451 |
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"abstract": 74,
|
| 452 |
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"applique(a)": 62,
|
| 453 |
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"argyle": 212,
|
| 454 |
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"asymmetric (neckline)": 94,
|
| 455 |
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"asymmetrical": 60,
|
| 456 |
+
"ball gown (skirt)": 208,
|
| 457 |
+
"balloon": 195,
|
| 458 |
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"banded (collar)": 106,
|
| 459 |
+
"basque (wasitline)": 204,
|
| 460 |
+
"bead(a)": 64,
|
| 461 |
+
"bell": 93,
|
| 462 |
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"bell (sleeve)": 125,
|
| 463 |
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"below the knee (length)": 73,
|
| 464 |
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"bermuda (shorts)": 183,
|
| 465 |
+
"biker (jacket)": 85,
|
| 466 |
+
"bishop (sleeve)": 127,
|
| 467 |
+
"blanket (coat)": 138,
|
| 468 |
+
"blazer": 51,
|
| 469 |
+
"blouson (dress)": 189,
|
| 470 |
+
"boat (neck)": 66,
|
| 471 |
+
"bodycon (dress)": 81,
|
| 472 |
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"bomber (jacket)": 159,
|
| 473 |
+
"bootcut": 166,
|
| 474 |
+
"burnout": 133,
|
| 475 |
+
"camisole": 86,
|
| 476 |
+
"camouflage": 200,
|
| 477 |
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"cap (sleeve)": 53,
|
| 478 |
+
"capri (pants)": 188,
|
| 479 |
+
"cargo (pocket)": 173,
|
| 480 |
+
"cartoon": 97,
|
| 481 |
+
"check": 58,
|
| 482 |
+
"cheetah": 202,
|
| 483 |
+
"chevron": 187,
|
| 484 |
+
"choker (neck)": 213,
|
| 485 |
+
"circle": 75,
|
| 486 |
+
"circular flounce (sleeve)": 136,
|
| 487 |
+
"classic (t-shirt)": 24,
|
| 488 |
+
"collarless": 98,
|
| 489 |
+
"cowl (neck)": 174,
|
| 490 |
+
"crew (neck)": 102,
|
| 491 |
+
"crop (jacket)": 206,
|
| 492 |
+
"crop (pants)": 155,
|
| 493 |
+
"crop (top)": 83,
|
| 494 |
+
"crossover (neck)": 216,
|
| 495 |
+
"culottes": 193,
|
| 496 |
+
"curved (fit)": 214,
|
| 497 |
+
"curved (pocket)": 30,
|
| 498 |
+
"cutout": 107,
|
| 499 |
+
"dirndl (skirt)": 140,
|
| 500 |
+
"distressed": 100,
|
| 501 |
+
"dolman (sleeve), batwing (sleeve)": 90,
|
| 502 |
+
"dot": 84,
|
| 503 |
+
"double breasted": 119,
|
| 504 |
+
"dropped waistline": 99,
|
| 505 |
+
"dropped-shoulder sleeve": 46,
|
| 506 |
+
"elbow-length": 45,
|
| 507 |
+
"empire waistline": 149,
|
| 508 |
+
"fair isle": 153,
|
| 509 |
+
"fit and flare": 43,
|
| 510 |
+
"flap (pocket)": 27,
|
| 511 |
+
"flare": 80,
|
| 512 |
+
"floor (length)": 26,
|
| 513 |
+
"floral": 41,
|
| 514 |
+
"fly (opening)": 19,
|
| 515 |
+
"frayed": 132,
|
| 516 |
+
"fur": 110,
|
| 517 |
+
"gathering": 33,
|
| 518 |
+
"gem": 104,
|
| 519 |
+
"geometric": 79,
|
| 520 |
+
"gown": 28,
|
| 521 |
+
"halter (dress)": 122,
|
| 522 |
+
"halter (neck)": 120,
|
| 523 |
+
"halter (top)": 151,
|
| 524 |
+
"high (neck)": 103,
|
| 525 |
+
"high low": 117,
|
| 526 |
+
"high waist": 14,
|
| 527 |
+
"hip (length)": 16,
|
| 528 |
+
"hip-huggers (pants)": 215,
|
| 529 |
+
"hobble (skirt)": 158,
|
| 530 |
+
"hoodie": 145,
|
| 531 |
+
"illusion (neck)": 167,
|
| 532 |
+
"jeans": 39,
|
| 533 |
+
"jumper (dress)": 163,
|
| 534 |
+
"kaftan": 210,
|
| 535 |
+
"kangaroo (pocket)": 128,
|
| 536 |
+
"keyhole (neck)": 209,
|
| 537 |
+
"kimono (sleeve)": 121,
|
| 538 |
+
"knee (length)": 54,
|
| 539 |
+
"lace up": 154,
|
| 540 |
+
"leg of mutton (sleeve)": 160,
|
| 541 |
+
"leggings": 67,
|
| 542 |
+
"leopard": 180,
|
| 543 |
+
"letters, numbers": 70,
|
| 544 |
+
"lining": 15,
|
| 545 |
+
"loose (fit)": 32,
|
| 546 |
+
"lounge (shorts)": 197,
|
| 547 |
+
"low waist": 40,
|
| 548 |
+
"mandarin (collar)": 185,
|
| 549 |
+
"maxi (length)": 18,
|
| 550 |
+
"mermaid": 116,
|
| 551 |
+
"metal": 82,
|
| 552 |
+
"micro (length)": 44,
|
| 553 |
+
"midi": 59,
|
| 554 |
+
"mini (length)": 17,
|
| 555 |
+
"napoleon (lapel)": 105,
|
| 556 |
+
"no non-textile material": 0,
|
| 557 |
+
"no opening": 34,
|
| 558 |
+
"no special manufacturing technique": 4,
|
| 559 |
+
"no waistline": 8,
|
| 560 |
+
"norfolk (jacket)": 207,
|
| 561 |
+
"normal waist": 6,
|
| 562 |
+
"notched (lapel)": 55,
|
| 563 |
+
"off-the-shoulder": 124,
|
| 564 |
+
"one shoulder": 113,
|
| 565 |
+
"oval (neck)": 48,
|
| 566 |
+
"oversized": 115,
|
| 567 |
+
"oversized (collar)": 168,
|
| 568 |
+
"oversized (lapel)": 139,
|
| 569 |
+
"paisley": 162,
|
| 570 |
+
"parka": 205,
|
| 571 |
+
"patch (pocket)": 29,
|
| 572 |
+
"pea (coat)": 171,
|
| 573 |
+
"peak (lapel)": 111,
|
| 574 |
+
"peasant (top)": 169,
|
| 575 |
+
"peg": 95,
|
| 576 |
+
"peg (pants)": 165,
|
| 577 |
+
"pencil": 42,
|
| 578 |
+
"peplum": 175,
|
| 579 |
+
"perforated": 191,
|
| 580 |
+
"peter pan (collar)": 179,
|
| 581 |
+
"plain (pattern)": 2,
|
| 582 |
+
"plant": 143,
|
| 583 |
+
"plastic": 49,
|
| 584 |
+
"pleat": 57,
|
| 585 |
+
"plunging (neckline)": 91,
|
| 586 |
+
"poet (sleeve)": 156,
|
| 587 |
+
"polo (collar)": 190,
|
| 588 |
+
"polo (shirt)": 182,
|
| 589 |
+
"printed": 20,
|
| 590 |
+
"puff (sleeve)": 92,
|
| 591 |
+
"puffer (jacket)": 198,
|
| 592 |
+
"queen anne (neck)": 157,
|
| 593 |
+
"quilted": 172,
|
| 594 |
+
"raglan (sleeve)": 65,
|
| 595 |
+
"raglan (t-shirt)": 194,
|
| 596 |
+
"rah-rah (skirt)": 196,
|
| 597 |
+
"regular (collar)": 76,
|
| 598 |
+
"regular (fit)": 7,
|
| 599 |
+
"rivet(a)": 108,
|
| 600 |
+
"roll-up (shorts)": 181,
|
| 601 |
+
"round (neck)": 23,
|
| 602 |
+
"rubber": 186,
|
| 603 |
+
"ruched": 77,
|
| 604 |
+
"sailor (pants)": 164,
|
| 605 |
+
"sailor (shirt)": 178,
|
| 606 |
+
"scoop (neck)": 52,
|
| 607 |
+
"seam (pocket)": 101,
|
| 608 |
+
"sequin(a)": 130,
|
| 609 |
+
"set-in sleeve": 3,
|
| 610 |
+
"shawl (lapel)": 112,
|
| 611 |
+
"sheath (dress)": 63,
|
| 612 |
+
"sheath (skirt)": 69,
|
| 613 |
+
"shift (dress)": 72,
|
| 614 |
+
"shirt (collar)": 31,
|
| 615 |
+
"shirt (dress)": 131,
|
| 616 |
+
"short (length)": 12,
|
| 617 |
+
"short (shorts)": 71,
|
| 618 |
+
"single breasted": 13,
|
| 619 |
+
"skater (dress)": 78,
|
| 620 |
+
"skater (skirt)": 152,
|
| 621 |
+
"slash (pocket)": 35,
|
| 622 |
+
"sleeveless": 161,
|
| 623 |
+
"slip (dress)": 135,
|
| 624 |
+
"slit": 89,
|
| 625 |
+
"smocking": 199,
|
| 626 |
+
"snakeskin (pattern)": 217,
|
| 627 |
+
"square (neckline)": 114,
|
| 628 |
+
"stand-away (collar)": 147,
|
| 629 |
+
"straight": 21,
|
| 630 |
+
"straight across (neck)": 56,
|
| 631 |
+
"stripe": 50,
|
| 632 |
+
"sundress": 177,
|
| 633 |
+
"surplice (neck)": 137,
|
| 634 |
+
"sweater (dress)": 148,
|
| 635 |
+
"sweatpants": 211,
|
| 636 |
+
"sweetheart (neckline)": 68,
|
| 637 |
+
"symmetrical": 1,
|
| 638 |
+
"tank (top)": 61,
|
| 639 |
+
"teddy bear (coat)": 192,
|
| 640 |
+
"tent": 142,
|
| 641 |
+
"three quarter (length)": 22,
|
| 642 |
+
"tiered": 129,
|
| 643 |
+
"tight (fit)": 11,
|
| 644 |
+
"toile de jouy": 150,
|
| 645 |
+
"track (jacket)": 170,
|
| 646 |
+
"trench (coat)": 184,
|
| 647 |
+
"trucker (jacket)": 141,
|
| 648 |
+
"trumpet": 109,
|
| 649 |
+
"tube (top)": 134,
|
| 650 |
+
"tulip (sleeve)": 176,
|
| 651 |
+
"tunic (dress)": 96,
|
| 652 |
+
"tunic (top)": 146,
|
| 653 |
+
"turtle (neck)": 118,
|
| 654 |
+
"tuxedo (jacket)": 144,
|
| 655 |
+
"u-neck": 87,
|
| 656 |
+
"undershirt": 126,
|
| 657 |
+
"v-neck": 47,
|
| 658 |
+
"washed": 38,
|
| 659 |
+
"welt (pocket)": 25,
|
| 660 |
+
"wide leg": 123,
|
| 661 |
+
"wrap (coat)": 201,
|
| 662 |
+
"wrap (dress)": 203,
|
| 663 |
+
"wrapping": 88,
|
| 664 |
+
"wrist-length": 5,
|
| 665 |
+
"zip-up": 10
|
| 666 |
+
},
|
| 667 |
+
"label_space_min_support": 100,
|
| 668 |
+
"model_type": "siglip",
|
| 669 |
+
"problem_type": "multi_label_classification",
|
| 670 |
+
"text_config": {
|
| 671 |
+
"attention_dropout": 0.0,
|
| 672 |
+
"bos_token_id": 49406,
|
| 673 |
+
"dtype": "float32",
|
| 674 |
+
"eos_token_id": 49407,
|
| 675 |
+
"hidden_act": "gelu_pytorch_tanh",
|
| 676 |
+
"hidden_size": 768,
|
| 677 |
+
"intermediate_size": 3072,
|
| 678 |
+
"layer_norm_eps": 1e-06,
|
| 679 |
+
"max_position_embeddings": 64,
|
| 680 |
+
"model_type": "siglip_text_model",
|
| 681 |
+
"num_attention_heads": 12,
|
| 682 |
+
"num_hidden_layers": 12,
|
| 683 |
+
"pad_token_id": 1,
|
| 684 |
+
"projection_size": 768,
|
| 685 |
+
"vocab_size": 256000
|
| 686 |
+
},
|
| 687 |
+
"transformers_version": "5.12.1",
|
| 688 |
+
"use_cache": false,
|
| 689 |
+
"vision_config": {
|
| 690 |
+
"attention_dropout": 0.0,
|
| 691 |
+
"dtype": "float32",
|
| 692 |
+
"hidden_act": "gelu_pytorch_tanh",
|
| 693 |
+
"hidden_size": 768,
|
| 694 |
+
"image_size": 224,
|
| 695 |
+
"intermediate_size": 3072,
|
| 696 |
+
"layer_norm_eps": 1e-06,
|
| 697 |
+
"model_type": "siglip_vision_model",
|
| 698 |
+
"num_attention_heads": 12,
|
| 699 |
+
"num_channels": 3,
|
| 700 |
+
"num_hidden_layers": 12,
|
| 701 |
+
"patch_size": 16
|
| 702 |
+
}
|
| 703 |
+
}
|
eval_metrics.json
ADDED
|
@@ -0,0 +1,11 @@
|
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|
|
|
| 1 |
+
{
|
| 2 |
+
"eval_loss": 0.03274541348218918,
|
| 3 |
+
"eval_micro_f1": 0.7099979300351894,
|
| 4 |
+
"eval_macro_f1": 0.3058216619253379,
|
| 5 |
+
"eval_macro_mAP": 0.4416697901042945,
|
| 6 |
+
"eval_n_eval_labels": 212,
|
| 7 |
+
"eval_runtime": 24.8801,
|
| 8 |
+
"eval_samples_per_second": 149.155,
|
| 9 |
+
"eval_steps_per_second": 4.662,
|
| 10 |
+
"epoch": 4.0
|
| 11 |
+
}
|
eval_report.json
ADDED
|
@@ -0,0 +1,9 @@
|
|
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|
| 1 |
+
{
|
| 2 |
+
"split": "val",
|
| 3 |
+
"threshold": 0.5,
|
| 4 |
+
"n_examples": 3711,
|
| 5 |
+
"micro_f1": 0.7099979300351894,
|
| 6 |
+
"macro_f1": 0.3058216619253379,
|
| 7 |
+
"macro_mAP": 0.44166983994453063,
|
| 8 |
+
"n_eval_labels": 212
|
| 9 |
+
}
|
label_space.json
ADDED
|
@@ -0,0 +1,1532 @@
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|
| 1 |
+
{
|
| 2 |
+
"min_support": 100,
|
| 3 |
+
"num_labels": 218,
|
| 4 |
+
"labels": [
|
| 5 |
+
{
|
| 6 |
+
"index": 0,
|
| 7 |
+
"fashionpedia_id": 295,
|
| 8 |
+
"name": "no non-textile material",
|
| 9 |
+
"supercategory": "non-textile material type",
|
| 10 |
+
"train_support": 65854
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"index": 1,
|
| 14 |
+
"fashionpedia_id": 115,
|
| 15 |
+
"name": "symmetrical",
|
| 16 |
+
"supercategory": "silhouette",
|
| 17 |
+
"train_support": 60164
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"index": 2,
|
| 21 |
+
"fashionpedia_id": 317,
|
| 22 |
+
"name": "plain (pattern)",
|
| 23 |
+
"supercategory": "textile pattern",
|
| 24 |
+
"train_support": 58468
|
| 25 |
+
},
|
| 26 |
+
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|
| 1302 |
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"fashionpedia_id": 167,
|
| 1303 |
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"name": "mandarin (collar)",
|
| 1304 |
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"supercategory": "nickname",
|
| 1305 |
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"train_support": 192
|
| 1306 |
+
},
|
| 1307 |
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{
|
| 1308 |
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"index": 186,
|
| 1309 |
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"fashionpedia_id": 282,
|
| 1310 |
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"name": "rubber",
|
| 1311 |
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"supercategory": "non-textile material type",
|
| 1312 |
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"train_support": 188
|
| 1313 |
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},
|
| 1314 |
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{
|
| 1315 |
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"index": 187,
|
| 1316 |
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"fashionpedia_id": 331,
|
| 1317 |
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"name": "chevron",
|
| 1318 |
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|
| 1319 |
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"train_support": 188
|
| 1320 |
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},
|
| 1321 |
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{
|
| 1322 |
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"index": 188,
|
| 1323 |
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"fashionpedia_id": 42,
|
| 1324 |
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"name": "capri (pants)",
|
| 1325 |
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"supercategory": "nickname",
|
| 1326 |
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|
| 1327 |
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|
| 1328 |
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|
| 1329 |
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|
| 1330 |
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|
| 1331 |
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"name": "blouson (dress)",
|
| 1332 |
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|
| 1333 |
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|
| 1334 |
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},
|
| 1335 |
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{
|
| 1336 |
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"index": 190,
|
| 1337 |
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|
| 1338 |
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"name": "polo (collar)",
|
| 1339 |
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"supercategory": "nickname",
|
| 1340 |
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|
| 1341 |
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|
| 1342 |
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{
|
| 1343 |
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"index": 191,
|
| 1344 |
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"fashionpedia_id": 310,
|
| 1345 |
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"name": "perforated",
|
| 1346 |
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|
| 1347 |
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|
| 1348 |
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|
| 1349 |
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{
|
| 1350 |
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"index": 192,
|
| 1351 |
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|
| 1352 |
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"name": "teddy bear (coat)",
|
| 1353 |
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"supercategory": "nickname",
|
| 1354 |
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|
| 1355 |
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|
| 1356 |
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{
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| 1357 |
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|
| 1358 |
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|
| 1359 |
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|
| 1360 |
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|
| 1361 |
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|
| 1362 |
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|
| 1363 |
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{
|
| 1364 |
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"index": 194,
|
| 1365 |
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"fashionpedia_id": 5,
|
| 1366 |
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"name": "raglan (t-shirt)",
|
| 1367 |
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"supercategory": "nickname",
|
| 1368 |
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"train_support": 172
|
| 1369 |
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},
|
| 1370 |
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{
|
| 1371 |
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"index": 195,
|
| 1372 |
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"fashionpedia_id": 122,
|
| 1373 |
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"name": "balloon",
|
| 1374 |
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"supercategory": "silhouette",
|
| 1375 |
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"train_support": 169
|
| 1376 |
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},
|
| 1377 |
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{
|
| 1378 |
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"index": 196,
|
| 1379 |
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"fashionpedia_id": 71,
|
| 1380 |
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"name": "rah-rah (skirt)",
|
| 1381 |
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"supercategory": "nickname",
|
| 1382 |
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"train_support": 166
|
| 1383 |
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},
|
| 1384 |
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{
|
| 1385 |
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"index": 197,
|
| 1386 |
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"fashionpedia_id": 60,
|
| 1387 |
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"name": "lounge (shorts)",
|
| 1388 |
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"supercategory": "nickname",
|
| 1389 |
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"train_support": 160
|
| 1390 |
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},
|
| 1391 |
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{
|
| 1392 |
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"index": 198,
|
| 1393 |
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"fashionpedia_id": 19,
|
| 1394 |
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"name": "puffer (jacket)",
|
| 1395 |
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"supercategory": "nickname",
|
| 1396 |
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"train_support": 159
|
| 1397 |
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},
|
| 1398 |
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{
|
| 1399 |
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"index": 199,
|
| 1400 |
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"fashionpedia_id": 306,
|
| 1401 |
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"name": "smocking",
|
| 1402 |
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"supercategory": "textile finishing, manufacturing techniques",
|
| 1403 |
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"train_support": 152
|
| 1404 |
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},
|
| 1405 |
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{
|
| 1406 |
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"index": 200,
|
| 1407 |
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"fashionpedia_id": 321,
|
| 1408 |
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"name": "camouflage",
|
| 1409 |
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"supercategory": "textile pattern",
|
| 1410 |
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"train_support": 147
|
| 1411 |
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|
| 1412 |
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{
|
| 1413 |
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"index": 201,
|
| 1414 |
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"fashionpedia_id": 92,
|
| 1415 |
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"name": "wrap (coat)",
|
| 1416 |
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"supercategory": "nickname",
|
| 1417 |
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"train_support": 145
|
| 1418 |
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},
|
| 1419 |
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{
|
| 1420 |
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"index": 202,
|
| 1421 |
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"fashionpedia_id": 335,
|
| 1422 |
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"name": "cheetah",
|
| 1423 |
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"supercategory": "animal",
|
| 1424 |
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"train_support": 137
|
| 1425 |
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},
|
| 1426 |
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{
|
| 1427 |
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"index": 203,
|
| 1428 |
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"fashionpedia_id": 96,
|
| 1429 |
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"name": "wrap (dress)",
|
| 1430 |
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"supercategory": "nickname",
|
| 1431 |
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"train_support": 136
|
| 1432 |
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},
|
| 1433 |
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{
|
| 1434 |
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"index": 204,
|
| 1435 |
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"fashionpedia_id": 144,
|
| 1436 |
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"name": "basque (wasitline)",
|
| 1437 |
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"supercategory": "waistline",
|
| 1438 |
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"train_support": 134
|
| 1439 |
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},
|
| 1440 |
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{
|
| 1441 |
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"index": 205,
|
| 1442 |
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"fashionpedia_id": 80,
|
| 1443 |
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"name": "parka",
|
| 1444 |
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"supercategory": "nickname",
|
| 1445 |
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"train_support": 130
|
| 1446 |
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},
|
| 1447 |
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{
|
| 1448 |
+
"index": 206,
|
| 1449 |
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"fashionpedia_id": 35,
|
| 1450 |
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"name": "crop (jacket)",
|
| 1451 |
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"supercategory": "nickname",
|
| 1452 |
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"train_support": 128
|
| 1453 |
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},
|
| 1454 |
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{
|
| 1455 |
+
"index": 207,
|
| 1456 |
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"fashionpedia_id": 27,
|
| 1457 |
+
"name": "norfolk (jacket)",
|
| 1458 |
+
"supercategory": "nickname",
|
| 1459 |
+
"train_support": 125
|
| 1460 |
+
},
|
| 1461 |
+
{
|
| 1462 |
+
"index": 208,
|
| 1463 |
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"fashionpedia_id": 69,
|
| 1464 |
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"name": "ball gown (skirt)",
|
| 1465 |
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"supercategory": "nickname",
|
| 1466 |
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"train_support": 125
|
| 1467 |
+
},
|
| 1468 |
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{
|
| 1469 |
+
"index": 209,
|
| 1470 |
+
"fashionpedia_id": 193,
|
| 1471 |
+
"name": "keyhole (neck)",
|
| 1472 |
+
"supercategory": "neckline type",
|
| 1473 |
+
"train_support": 122
|
| 1474 |
+
},
|
| 1475 |
+
{
|
| 1476 |
+
"index": 210,
|
| 1477 |
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"fashionpedia_id": 105,
|
| 1478 |
+
"name": "kaftan",
|
| 1479 |
+
"supercategory": "nickname",
|
| 1480 |
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"train_support": 119
|
| 1481 |
+
},
|
| 1482 |
+
{
|
| 1483 |
+
"index": 211,
|
| 1484 |
+
"fashionpedia_id": 37,
|
| 1485 |
+
"name": "sweatpants",
|
| 1486 |
+
"supercategory": "nickname",
|
| 1487 |
+
"train_support": 115
|
| 1488 |
+
},
|
| 1489 |
+
{
|
| 1490 |
+
"index": 212,
|
| 1491 |
+
"fashionpedia_id": 332,
|
| 1492 |
+
"name": "argyle",
|
| 1493 |
+
"supercategory": "textile pattern",
|
| 1494 |
+
"train_support": 114
|
| 1495 |
+
},
|
| 1496 |
+
{
|
| 1497 |
+
"index": 213,
|
| 1498 |
+
"fashionpedia_id": 196,
|
| 1499 |
+
"name": "choker (neck)",
|
| 1500 |
+
"supercategory": "neckline type",
|
| 1501 |
+
"train_support": 112
|
| 1502 |
+
},
|
| 1503 |
+
{
|
| 1504 |
+
"index": 214,
|
| 1505 |
+
"fashionpedia_id": 134,
|
| 1506 |
+
"name": "curved (fit)",
|
| 1507 |
+
"supercategory": "silhouette",
|
| 1508 |
+
"train_support": 111
|
| 1509 |
+
},
|
| 1510 |
+
{
|
| 1511 |
+
"index": 215,
|
| 1512 |
+
"fashionpedia_id": 39,
|
| 1513 |
+
"name": "hip-huggers (pants)",
|
| 1514 |
+
"supercategory": "nickname",
|
| 1515 |
+
"train_support": 103
|
| 1516 |
+
},
|
| 1517 |
+
{
|
| 1518 |
+
"index": 216,
|
| 1519 |
+
"fashionpedia_id": 195,
|
| 1520 |
+
"name": "crossover (neck)",
|
| 1521 |
+
"supercategory": "neckline type",
|
| 1522 |
+
"train_support": 101
|
| 1523 |
+
},
|
| 1524 |
+
{
|
| 1525 |
+
"index": 217,
|
| 1526 |
+
"fashionpedia_id": 334,
|
| 1527 |
+
"name": "snakeskin (pattern)",
|
| 1528 |
+
"supercategory": "animal",
|
| 1529 |
+
"train_support": 100
|
| 1530 |
+
}
|
| 1531 |
+
]
|
| 1532 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b82c502aa466fa1251456b9741502005ebc5e9e021c33250421fc57a563d5b7a
|
| 3 |
+
size 372232424
|
per_attribute.json
ADDED
|
@@ -0,0 +1,1310 @@
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| 1 |
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| 2 |
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|
| 1259 |
+
"AP": 0.0067,
|
| 1260 |
+
"F1@t": 0.0
|
| 1261 |
+
},
|
| 1262 |
+
{
|
| 1263 |
+
"attribute": "illusion (neck)",
|
| 1264 |
+
"eval_support": 3,
|
| 1265 |
+
"AP": 0.0062,
|
| 1266 |
+
"F1@t": 0.0
|
| 1267 |
+
},
|
| 1268 |
+
{
|
| 1269 |
+
"attribute": "burnout",
|
| 1270 |
+
"eval_support": 1,
|
| 1271 |
+
"AP": 0.0029,
|
| 1272 |
+
"F1@t": 0.0
|
| 1273 |
+
},
|
| 1274 |
+
{
|
| 1275 |
+
"attribute": "seam (pocket)",
|
| 1276 |
+
"eval_support": 0,
|
| 1277 |
+
"AP": null,
|
| 1278 |
+
"F1@t": null
|
| 1279 |
+
},
|
| 1280 |
+
{
|
| 1281 |
+
"attribute": "queen anne (neck)",
|
| 1282 |
+
"eval_support": 0,
|
| 1283 |
+
"AP": null,
|
| 1284 |
+
"F1@t": null
|
| 1285 |
+
},
|
| 1286 |
+
{
|
| 1287 |
+
"attribute": "peplum",
|
| 1288 |
+
"eval_support": 0,
|
| 1289 |
+
"AP": null,
|
| 1290 |
+
"F1@t": null
|
| 1291 |
+
},
|
| 1292 |
+
{
|
| 1293 |
+
"attribute": "keyhole (neck)",
|
| 1294 |
+
"eval_support": 0,
|
| 1295 |
+
"AP": null,
|
| 1296 |
+
"F1@t": null
|
| 1297 |
+
},
|
| 1298 |
+
{
|
| 1299 |
+
"attribute": "choker (neck)",
|
| 1300 |
+
"eval_support": 0,
|
| 1301 |
+
"AP": null,
|
| 1302 |
+
"F1@t": null
|
| 1303 |
+
},
|
| 1304 |
+
{
|
| 1305 |
+
"attribute": "crossover (neck)",
|
| 1306 |
+
"eval_support": 0,
|
| 1307 |
+
"AP": null,
|
| 1308 |
+
"F1@t": null
|
| 1309 |
+
}
|
| 1310 |
+
]
|
per_attribute.md
ADDED
|
@@ -0,0 +1,220 @@
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
| Attribute | AP | F1@0.50 | eval support |
|
| 2 |
+
|---|---|---|---|
|
| 3 |
+
| plain (pattern) | 0.9767 | 0.9404 | 1527 |
|
| 4 |
+
| no non-textile material | 0.9764 | 0.9446 | 1767 |
|
| 5 |
+
| wrist-length | 0.973 | 0.9055 | 639 |
|
| 6 |
+
| symmetrical | 0.9654 | 0.945 | 1876 |
|
| 7 |
+
| curved (pocket) | 0.9522 | 0.9333 | 15 |
|
| 8 |
+
| short (length) | 0.9297 | 0.8485 | 165 |
|
| 9 |
+
| fly (opening) | 0.9165 | 0.8136 | 295 |
|
| 10 |
+
| jeans | 0.9126 | 0.7812 | 108 |
|
| 11 |
+
| leggings | 0.9066 | 0.7742 | 90 |
|
| 12 |
+
| flap (pocket) | 0.8944 | 0.7692 | 28 |
|
| 13 |
+
| maxi (length) | 0.8866 | 0.83 | 255 |
|
| 14 |
+
| short (shorts) | 0.872 | 0.8387 | 65 |
|
| 15 |
+
| gown | 0.866 | 0.7543 | 97 |
|
| 16 |
+
| fur | 0.8632 | 0.8235 | 29 |
|
| 17 |
+
| patch (pocket) | 0.8558 | 0.7129 | 48 |
|
| 18 |
+
| bermuda (shorts) | 0.8534 | 0.25 | 7 |
|
| 19 |
+
| floor (length) | 0.8403 | 0.7273 | 119 |
|
| 20 |
+
| above-the-hip (length) | 0.8386 | 0.7639 | 498 |
|
| 21 |
+
| set-in sleeve | 0.8376 | 0.8009 | 651 |
|
| 22 |
+
| washed | 0.8372 | 0.7404 | 130 |
|
| 23 |
+
| mini (length) | 0.8316 | 0.7341 | 335 |
|
| 24 |
+
| crop (top) | 0.817 | 0.7027 | 45 |
|
| 25 |
+
| zip-up | 0.8161 | 0.7485 | 493 |
|
| 26 |
+
| no waistline | 0.8118 | 0.7113 | 523 |
|
| 27 |
+
| trucker (jacket) | 0.8079 | 0.7097 | 17 |
|
| 28 |
+
| no special manufacturing technique | 0.799 | 0.7193 | 1129 |
|
| 29 |
+
| sheath (skirt) | 0.798 | 0.6903 | 64 |
|
| 30 |
+
| biker (jacket) | 0.7915 | 0.7077 | 37 |
|
| 31 |
+
| single breasted | 0.788 | 0.7087 | 229 |
|
| 32 |
+
| sweetheart (neckline) | 0.787 | 0.7083 | 27 |
|
| 33 |
+
| classic (t-shirt) | 0.7857 | 0.6278 | 135 |
|
| 34 |
+
| shawl (lapel) | 0.7829 | 0.6452 | 20 |
|
| 35 |
+
| cowl (neck) | 0.7769 | 0.5714 | 5 |
|
| 36 |
+
| check | 0.7735 | 0.7273 | 54 |
|
| 37 |
+
| napoleon (lapel) | 0.7725 | 0.6087 | 28 |
|
| 38 |
+
| mermaid | 0.7547 | 0.6667 | 18 |
|
| 39 |
+
| tight (fit) | 0.7494 | 0.6431 | 430 |
|
| 40 |
+
| culottes | 0.7486 | 0.5 | 6 |
|
| 41 |
+
| shirt (collar) | 0.7452 | 0.716 | 39 |
|
| 42 |
+
| notched (lapel) | 0.7409 | 0.6737 | 50 |
|
| 43 |
+
| cap (sleeve) | 0.7235 | 0.5161 | 44 |
|
| 44 |
+
| blazer | 0.7179 | 0.551 | 67 |
|
| 45 |
+
| stripe | 0.7041 | 0.6104 | 94 |
|
| 46 |
+
| frayed | 0.688 | 0.5714 | 21 |
|
| 47 |
+
| wide leg | 0.6835 | 0.5217 | 33 |
|
| 48 |
+
| skater (dress) | 0.6806 | 0.5373 | 42 |
|
| 49 |
+
| v-neck | 0.6798 | 0.6486 | 59 |
|
| 50 |
+
| plunging (neckline) | 0.6793 | 0.6383 | 27 |
|
| 51 |
+
| regular (fit) | 0.6784 | 0.6348 | 619 |
|
| 52 |
+
| tube (top) | 0.6702 | 0.56 | 17 |
|
| 53 |
+
| printed | 0.6701 | 0.6078 | 104 |
|
| 54 |
+
| micro (length) | 0.662 | 0.5235 | 103 |
|
| 55 |
+
| midi | 0.656 | 0.6 | 71 |
|
| 56 |
+
| pencil | 0.6468 | 0.5339 | 133 |
|
| 57 |
+
| off-the-shoulder | 0.6378 | 0.5455 | 8 |
|
| 58 |
+
| oval (neck) | 0.6352 | 0.5225 | 66 |
|
| 59 |
+
| oversized (lapel) | 0.6269 | 0.6429 | 16 |
|
| 60 |
+
| tank (top) | 0.6193 | 0.5693 | 77 |
|
| 61 |
+
| bodycon (dress) | 0.6109 | 0.4478 | 49 |
|
| 62 |
+
| regular (collar) | 0.6032 | 0.5283 | 30 |
|
| 63 |
+
| distressed | 0.5961 | 0.4898 | 32 |
|
| 64 |
+
| leopard | 0.5829 | 0.0 | 7 |
|
| 65 |
+
| rah-rah (skirt) | 0.5823 | 0.1429 | 12 |
|
| 66 |
+
| floral | 0.5715 | 0.5346 | 124 |
|
| 67 |
+
| three quarter (length) | 0.5652 | 0.5551 | 106 |
|
| 68 |
+
| camisole | 0.565 | 0.4667 | 41 |
|
| 69 |
+
| slash (pocket) | 0.5586 | 0.3529 | 11 |
|
| 70 |
+
| roll-up (shorts) | 0.5563 | 0.0 | 4 |
|
| 71 |
+
| peter pan (collar) | 0.5535 | 0.4444 | 7 |
|
| 72 |
+
| turtle (neck) | 0.5504 | 0.6154 | 14 |
|
| 73 |
+
| one shoulder | 0.5456 | 0.5556 | 11 |
|
| 74 |
+
| dirndl (skirt) | 0.5424 | 0.3636 | 18 |
|
| 75 |
+
| shirt (dress) | 0.5402 | 0.3333 | 17 |
|
| 76 |
+
| boat (neck) | 0.54 | 0.0 | 2 |
|
| 77 |
+
| plastic | 0.5299 | 0.2769 | 54 |
|
| 78 |
+
| teddy bear (coat) | 0.5255 | 0.3333 | 3 |
|
| 79 |
+
| ball gown (skirt) | 0.5255 | 0.5 | 3 |
|
| 80 |
+
| bootcut | 0.5196 | 0.2857 | 16 |
|
| 81 |
+
| normal waist | 0.5171 | 0.4872 | 599 |
|
| 82 |
+
| sailor (shirt) | 0.5145 | 0.3333 | 6 |
|
| 83 |
+
| elbow-length | 0.5086 | 0.3796 | 88 |
|
| 84 |
+
| dot | 0.5072 | 0.4561 | 41 |
|
| 85 |
+
| welt (pocket) | 0.5056 | 0.4 | 4 |
|
| 86 |
+
| fit and flare | 0.501 | 0.3913 | 60 |
|
| 87 |
+
| tuxedo (jacket) | 0.5 | 0.0 | 1 |
|
| 88 |
+
| loose (fit) | 0.4977 | 0.3114 | 218 |
|
| 89 |
+
| lining | 0.4949 | 0.408 | 75 |
|
| 90 |
+
| above-the-knee (length) | 0.491 | 0.439 | 83 |
|
| 91 |
+
| shift (dress) | 0.489 | 0.475 | 48 |
|
| 92 |
+
| straight | 0.4853 | 0.3202 | 236 |
|
| 93 |
+
| knee (length) | 0.4795 | 0.3793 | 66 |
|
| 94 |
+
| square (neckline) | 0.4767 | 0.4706 | 11 |
|
| 95 |
+
| high waist | 0.4721 | 0.4343 | 304 |
|
| 96 |
+
| double breasted | 0.4657 | 0.4103 | 27 |
|
| 97 |
+
| dropped waistline | 0.4605 | 0.102 | 91 |
|
| 98 |
+
| straight across (neck) | 0.4563 | 0.4375 | 18 |
|
| 99 |
+
| capri (pants) | 0.4511 | 0.4 | 3 |
|
| 100 |
+
| slit | 0.4505 | 0.3556 | 30 |
|
| 101 |
+
| collarless | 0.45 | 0.4 | 3 |
|
| 102 |
+
| round (neck) | 0.4476 | 0.3333 | 17 |
|
| 103 |
+
| sheath (dress) | 0.4452 | 0.48 | 50 |
|
| 104 |
+
| gathering | 0.4444 | 0.3382 | 154 |
|
| 105 |
+
| below the knee (length) | 0.4397 | 0.2623 | 47 |
|
| 106 |
+
| oversized (collar) | 0.4373 | 0.2857 | 10 |
|
| 107 |
+
| hip (length) | 0.4334 | 0.4229 | 144 |
|
| 108 |
+
| tent | 0.4171 | 0.08 | 24 |
|
| 109 |
+
| skater (skirt) | 0.4159 | 0.2105 | 15 |
|
| 110 |
+
| wrap (coat) | 0.4155 | 0.2857 | 5 |
|
| 111 |
+
| sailor (pants) | 0.4133 | 0.1379 | 25 |
|
| 112 |
+
| asymmetrical | 0.4108 | 0.1667 | 76 |
|
| 113 |
+
| hobble (skirt) | 0.4104 | 0.4 | 9 |
|
| 114 |
+
| blanket (coat) | 0.4047 | 0.2308 | 22 |
|
| 115 |
+
| halter (top) | 0.4029 | 0.1 | 19 |
|
| 116 |
+
| hip-huggers (pants) | 0.4015 | 0.3333 | 4 |
|
| 117 |
+
| u-neck | 0.4013 | 0.303 | 26 |
|
| 118 |
+
| trench (coat) | 0.3862 | 0.2857 | 12 |
|
| 119 |
+
| surplice (neck) | 0.3832 | 0.25 | 5 |
|
| 120 |
+
| flare | 0.3801 | 0.3333 | 22 |
|
| 121 |
+
| geometric | 0.3769 | 0.274 | 58 |
|
| 122 |
+
| kimono (sleeve) | 0.3769 | 0.4615 | 5 |
|
| 123 |
+
| pea (coat) | 0.3721 | 0.0 | 8 |
|
| 124 |
+
| halter (neck) | 0.37 | 0.0 | 8 |
|
| 125 |
+
| kaftan | 0.3604 | 0.0 | 7 |
|
| 126 |
+
| a-line | 0.3596 | 0.3473 | 101 |
|
| 127 |
+
| dropped-shoulder sleeve | 0.3582 | 0.3415 | 60 |
|
| 128 |
+
| peak (lapel) | 0.3554 | 0.3636 | 7 |
|
| 129 |
+
| high low | 0.3545 | 0.4242 | 18 |
|
| 130 |
+
| asymmetric (neckline) | 0.3495 | 0.4167 | 15 |
|
| 131 |
+
| curved (fit) | 0.3405 | 0.0 | 12 |
|
| 132 |
+
| high (neck) | 0.3373 | 0.0 | 6 |
|
| 133 |
+
| low waist | 0.3361 | 0.2 | 57 |
|
| 134 |
+
| sweater (dress) | 0.3237 | 0.2667 | 12 |
|
| 135 |
+
| rivet(a) | 0.315 | 0.0 | 47 |
|
| 136 |
+
| crew (neck) | 0.3142 | 0.0 | 5 |
|
| 137 |
+
| gem | 0.3022 | 0.0714 | 27 |
|
| 138 |
+
| circle | 0.3015 | 0.0385 | 46 |
|
| 139 |
+
| bell (sleeve) | 0.3013 | 0.0 | 29 |
|
| 140 |
+
| paisley | 0.2984 | 0.0 | 19 |
|
| 141 |
+
| snakeskin (pattern) | 0.2983 | 0.0 | 4 |
|
| 142 |
+
| bomber (jacket) | 0.2976 | 0.0 | 9 |
|
| 143 |
+
| abstract | 0.2957 | 0.092 | 80 |
|
| 144 |
+
| sleeveless | 0.2917 | 0.0 | 2 |
|
| 145 |
+
| kangaroo (pocket) | 0.289 | 0.25 | 6 |
|
| 146 |
+
| peg | 0.2835 | 0.2424 | 26 |
|
| 147 |
+
| bell | 0.2811 | 0.1714 | 32 |
|
| 148 |
+
| basque (wasitline) | 0.2781 | 0.0 | 16 |
|
| 149 |
+
| trumpet | 0.2779 | 0.0541 | 34 |
|
| 150 |
+
| applique(a) | 0.2772 | 0.2947 | 66 |
|
| 151 |
+
| quilted | 0.2734 | 0.0 | 13 |
|
| 152 |
+
| cartoon | 0.2727 | 0.0833 | 22 |
|
| 153 |
+
| peasant (top) | 0.2694 | 0.0 | 10 |
|
| 154 |
+
| pleat | 0.2638 | 0.1681 | 97 |
|
| 155 |
+
| bishop (sleeve) | 0.261 | 0.125 | 15 |
|
| 156 |
+
| slip (dress) | 0.2536 | 0.0667 | 29 |
|
| 157 |
+
| crop (jacket) | 0.25 | 0.0 | 1 |
|
| 158 |
+
| puff (sleeve) | 0.2491 | 0.087 | 39 |
|
| 159 |
+
| sequin(a) | 0.2468 | 0.1538 | 11 |
|
| 160 |
+
| halter (dress) | 0.2449 | 0.2 | 18 |
|
| 161 |
+
| mandarin (collar) | 0.241 | 0.0 | 5 |
|
| 162 |
+
| camouflage | 0.2393 | 0.0 | 7 |
|
| 163 |
+
| no opening | 0.2268 | 0.3265 | 50 |
|
| 164 |
+
| blouson (dress) | 0.2266 | 0.0 | 7 |
|
| 165 |
+
| sundress | 0.2263 | 0.0 | 8 |
|
| 166 |
+
| stand-away (collar) | 0.2226 | 0.0 | 11 |
|
| 167 |
+
| raglan (t-shirt) | 0.2222 | 0.0 | 6 |
|
| 168 |
+
| empire waistline | 0.2206 | 0.0 | 35 |
|
| 169 |
+
| wrap (dress) | 0.2189 | 0.0 | 6 |
|
| 170 |
+
| undershirt | 0.2113 | 0.0 | 10 |
|
| 171 |
+
| crop (pants) | 0.2001 | 0.3077 | 8 |
|
| 172 |
+
| tiered | 0.1917 | 0.1176 | 16 |
|
| 173 |
+
| parka | 0.1909 | 0.0 | 5 |
|
| 174 |
+
| jumper (dress) | 0.1862 | 0.0 | 27 |
|
| 175 |
+
| wrapping | 0.183 | 0.1818 | 17 |
|
| 176 |
+
| peg (pants) | 0.1809 | 0.0 | 11 |
|
| 177 |
+
| circular flounce (sleeve) | 0.1741 | 0.0 | 11 |
|
| 178 |
+
| banded (collar) | 0.1731 | 0.2857 | 4 |
|
| 179 |
+
| tulip (sleeve) | 0.1679 | 0.0 | 19 |
|
| 180 |
+
| track (jacket) | 0.1621 | 0.0 | 16 |
|
| 181 |
+
| hoodie | 0.1564 | 0.0 | 7 |
|
| 182 |
+
| bead(a) | 0.1472 | 0.0645 | 18 |
|
| 183 |
+
| rubber | 0.1472 | 0.0 | 9 |
|
| 184 |
+
| tunic (top) | 0.1438 | 0.0 | 14 |
|
| 185 |
+
| sweatpants | 0.1388 | 0.0 | 4 |
|
| 186 |
+
| leg of mutton (sleeve) | 0.1379 | 0.0 | 16 |
|
| 187 |
+
| fair isle | 0.133 | 0.0 | 10 |
|
| 188 |
+
| letters, numbers | 0.1227 | 0.1818 | 9 |
|
| 189 |
+
| oversized | 0.1148 | 0.0 | 19 |
|
| 190 |
+
| tunic (dress) | 0.1124 | 0.0 | 24 |
|
| 191 |
+
| dolman (sleeve), batwing (sleeve) | 0.1016 | 0.0 | 32 |
|
| 192 |
+
| lounge (shorts) | 0.0878 | 0.0 | 9 |
|
| 193 |
+
| ruched | 0.0869 | 0.0 | 35 |
|
| 194 |
+
| balloon | 0.0831 | 0.0 | 5 |
|
| 195 |
+
| polo (shirt) | 0.0799 | 0.0 | 2 |
|
| 196 |
+
| scoop (neck) | 0.0757 | 0.0 | 6 |
|
| 197 |
+
| chevron | 0.0638 | 0.0 | 7 |
|
| 198 |
+
| metal | 0.049 | 0.0 | 18 |
|
| 199 |
+
| raglan (sleeve) | 0.0466 | 0.0 | 24 |
|
| 200 |
+
| plant | 0.0437 | 0.0 | 8 |
|
| 201 |
+
| norfolk (jacket) | 0.0417 | 0.0 | 1 |
|
| 202 |
+
| lace up | 0.0406 | 0.0 | 14 |
|
| 203 |
+
| perforated | 0.0368 | 0.0 | 4 |
|
| 204 |
+
| cutout | 0.0358 | 0.0 | 12 |
|
| 205 |
+
| cargo (pocket) | 0.0324 | 0.0 | 3 |
|
| 206 |
+
| poet (sleeve) | 0.0321 | 0.0 | 9 |
|
| 207 |
+
| toile de jouy | 0.0295 | 0.0 | 3 |
|
| 208 |
+
| smocking | 0.0247 | 0.0 | 7 |
|
| 209 |
+
| cheetah | 0.0099 | 0.0 | 3 |
|
| 210 |
+
| polo (collar) | 0.0093 | 0.0 | 1 |
|
| 211 |
+
| puffer (jacket) | 0.0082 | 0.0 | 2 |
|
| 212 |
+
| argyle | 0.0067 | 0.0 | 2 |
|
| 213 |
+
| illusion (neck) | 0.0062 | 0.0 | 3 |
|
| 214 |
+
| burnout | 0.0029 | 0.0 | 1 |
|
| 215 |
+
| seam (pocket) | None | None | 0 |
|
| 216 |
+
| queen anne (neck) | None | None | 0 |
|
| 217 |
+
| peplum | None | None | 0 |
|
| 218 |
+
| keyhole (neck) | None | None | 0 |
|
| 219 |
+
| choker (neck) | None | None | 0 |
|
| 220 |
+
| crossover (neck) | None | None | 0 |
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_convert_rgb": null,
|
| 3 |
+
"do_normalize": true,
|
| 4 |
+
"do_rescale": true,
|
| 5 |
+
"do_resize": true,
|
| 6 |
+
"image_mean": [
|
| 7 |
+
0.5,
|
| 8 |
+
0.5,
|
| 9 |
+
0.5
|
| 10 |
+
],
|
| 11 |
+
"image_processor_type": "SiglipImageProcessor",
|
| 12 |
+
"image_std": [
|
| 13 |
+
0.5,
|
| 14 |
+
0.5,
|
| 15 |
+
0.5
|
| 16 |
+
],
|
| 17 |
+
"resample": 2,
|
| 18 |
+
"rescale_factor": 0.00392156862745098,
|
| 19 |
+
"size": {
|
| 20 |
+
"height": 224,
|
| 21 |
+
"width": 224
|
| 22 |
+
}
|
| 23 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:859d3d3c32e5e3c6935f7389bbe2c63bdbc8beb4f36d9295068b3c290ccd3b1f
|
| 3 |
+
size 5201
|