Image Classification
Transformers
Safetensors
softmasked_selective_vit
vision-transformer
efficient-transformer
selective-attention
knowledge-distillation
computer-vision
custom_code
Instructions to use XAFT/SM-Selective-ViT-Base-224-Distilled with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use XAFT/SM-Selective-ViT-Base-224-Distilled with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="XAFT/SM-Selective-ViT-Base-224-Distilled", trust_remote_code=True) pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")# Load model directly from transformers import AutoModelForImageClassification model = AutoModelForImageClassification.from_pretrained("XAFT/SM-Selective-ViT-Base-224-Distilled", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download preprocessor_config.json from XAFT/SM-Selective-ViT-Base-224-Distilled: direct link, hf CLI and curl.
- Browser
- Download file 422 Bytes
-
https://huggingface.co/XAFT/SM-Selective-ViT-Base-224-Distilled/resolve/ddcb7ea806ccdd94e9715dad1fc503d2c5797f3c/preprocessor_config.json
- Command line
-
hf download hf://XAFT/SM-Selective-ViT-Base-224-Distilled@ddcb7ea806ccdd94e9715dad1fc503d2c5797f3c/preprocessor_config.json
-
curl -L -o preprocessor_config.json https://huggingface.co/XAFT/SM-Selective-ViT-Base-224-Distilled/resolve/ddcb7ea806ccdd94e9715dad1fc503d2c5797f3c/preprocessor_config.json
422 Bytes
| { | |
| "crop_size": { | |
| "height": 224, | |
| "width": 224 | |
| }, | |
| "do_center_crop": true, | |
| "do_normalize": true, | |
| "do_rescale": true, | |
| "do_resize": true, | |
| "image_mean": [ | |
| 0.485, | |
| 0.456, | |
| 0.406 | |
| ], | |
| "image_processor_type": "DeiTImageProcessor", | |
| "image_std": [ | |
| 0.229, | |
| 0.224, | |
| 0.225 | |
| ], | |
| "resample": 3, | |
| "rescale_factor": 0.00392156862745098, | |
| "size": { | |
| "height": 236, | |
| "width": 236 | |
| } | |
| } | |