Upload model_metadata.json with huggingface_hub
Browse files- model_metadata.json +408 -0
model_metadata.json
ADDED
|
@@ -0,0 +1,408 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model_name": "quickdraw_345_se_resnet",
|
| 3 |
+
"description": "Quick Draw doodle classifier (345 categories) for Flutter on-device inference",
|
| 4 |
+
"version": "1.0.0",
|
| 5 |
+
"num_classes": 345,
|
| 6 |
+
"image_size": 28,
|
| 7 |
+
"channels": 1,
|
| 8 |
+
"color_mode": "grayscale",
|
| 9 |
+
"input_shape": [
|
| 10 |
+
1,
|
| 11 |
+
28,
|
| 12 |
+
28,
|
| 13 |
+
1
|
| 14 |
+
],
|
| 15 |
+
"output_shape": [
|
| 16 |
+
1,
|
| 17 |
+
345
|
| 18 |
+
],
|
| 19 |
+
"input_dtype": "float32",
|
| 20 |
+
"normalization": "divide_by_255",
|
| 21 |
+
"background_value": "1.0 (white)",
|
| 22 |
+
"stroke_value": "0.0 (black)",
|
| 23 |
+
"accuracy": {
|
| 24 |
+
"top1": 0.7619,
|
| 25 |
+
"top3": 0.8951,
|
| 26 |
+
"top5": 0.9226,
|
| 27 |
+
"top10": 0.9455,
|
| 28 |
+
"tflite_f16": 0.764
|
| 29 |
+
},
|
| 30 |
+
"model_files": {
|
| 31 |
+
"float16": {
|
| 32 |
+
"filename": "quickdraw_model.tflite",
|
| 33 |
+
"size_mb": 8.44
|
| 34 |
+
},
|
| 35 |
+
"int8": {
|
| 36 |
+
"filename": "quickdraw_model_int8.tflite",
|
| 37 |
+
"size_mb": 4.34
|
| 38 |
+
}
|
| 39 |
+
},
|
| 40 |
+
"training": {
|
| 41 |
+
"architecture": "SE-ResNet (64->128->256)",
|
| 42 |
+
"dataset": "Google Quick Draw numpy bitmaps",
|
| 43 |
+
"samples_per_class": 8000,
|
| 44 |
+
"total_samples": 2760000,
|
| 45 |
+
"train_samples": 2346000,
|
| 46 |
+
"val_samples": 414000,
|
| 47 |
+
"epochs_trained": 60,
|
| 48 |
+
"batch_size": 1024,
|
| 49 |
+
"optimizer": "Adam + WarmupCosineDecay",
|
| 50 |
+
"augmentation": [
|
| 51 |
+
"rotation(+-8%)",
|
| 52 |
+
"translation(+-8%)",
|
| 53 |
+
"zoom(-5%,+10%)"
|
| 54 |
+
],
|
| 55 |
+
"training_time_minutes": 657.3
|
| 56 |
+
},
|
| 57 |
+
"flutter_integration": {
|
| 58 |
+
"package": "tflite_flutter: ^0.10.4",
|
| 59 |
+
"usage": "See model_metadata.json for Flutter integration example"
|
| 60 |
+
},
|
| 61 |
+
"categories": [
|
| 62 |
+
"The Eiffel Tower",
|
| 63 |
+
"The Great Wall of China",
|
| 64 |
+
"The Mona Lisa",
|
| 65 |
+
"aircraft carrier",
|
| 66 |
+
"airplane",
|
| 67 |
+
"alarm clock",
|
| 68 |
+
"ambulance",
|
| 69 |
+
"angel",
|
| 70 |
+
"animal migration",
|
| 71 |
+
"ant",
|
| 72 |
+
"anvil",
|
| 73 |
+
"apple",
|
| 74 |
+
"arm",
|
| 75 |
+
"asparagus",
|
| 76 |
+
"axe",
|
| 77 |
+
"backpack",
|
| 78 |
+
"banana",
|
| 79 |
+
"bandage",
|
| 80 |
+
"barn",
|
| 81 |
+
"baseball",
|
| 82 |
+
"baseball bat",
|
| 83 |
+
"basket",
|
| 84 |
+
"basketball",
|
| 85 |
+
"bat",
|
| 86 |
+
"bathtub",
|
| 87 |
+
"beach",
|
| 88 |
+
"bear",
|
| 89 |
+
"beard",
|
| 90 |
+
"bed",
|
| 91 |
+
"bee",
|
| 92 |
+
"belt",
|
| 93 |
+
"bench",
|
| 94 |
+
"bicycle",
|
| 95 |
+
"binoculars",
|
| 96 |
+
"bird",
|
| 97 |
+
"birthday cake",
|
| 98 |
+
"blackberry",
|
| 99 |
+
"blueberry",
|
| 100 |
+
"book",
|
| 101 |
+
"boomerang",
|
| 102 |
+
"bottlecap",
|
| 103 |
+
"bowtie",
|
| 104 |
+
"bracelet",
|
| 105 |
+
"brain",
|
| 106 |
+
"bread",
|
| 107 |
+
"bridge",
|
| 108 |
+
"broccoli",
|
| 109 |
+
"broom",
|
| 110 |
+
"bucket",
|
| 111 |
+
"bulldozer",
|
| 112 |
+
"bus",
|
| 113 |
+
"bush",
|
| 114 |
+
"butterfly",
|
| 115 |
+
"cactus",
|
| 116 |
+
"cake",
|
| 117 |
+
"calculator",
|
| 118 |
+
"calendar",
|
| 119 |
+
"camel",
|
| 120 |
+
"camera",
|
| 121 |
+
"camouflage",
|
| 122 |
+
"campfire",
|
| 123 |
+
"candle",
|
| 124 |
+
"cannon",
|
| 125 |
+
"canoe",
|
| 126 |
+
"car",
|
| 127 |
+
"carrot",
|
| 128 |
+
"castle",
|
| 129 |
+
"cat",
|
| 130 |
+
"ceiling fan",
|
| 131 |
+
"cell phone",
|
| 132 |
+
"cello",
|
| 133 |
+
"chair",
|
| 134 |
+
"chandelier",
|
| 135 |
+
"church",
|
| 136 |
+
"circle",
|
| 137 |
+
"clarinet",
|
| 138 |
+
"clock",
|
| 139 |
+
"cloud",
|
| 140 |
+
"coffee cup",
|
| 141 |
+
"compass",
|
| 142 |
+
"computer",
|
| 143 |
+
"cookie",
|
| 144 |
+
"cooler",
|
| 145 |
+
"couch",
|
| 146 |
+
"cow",
|
| 147 |
+
"crab",
|
| 148 |
+
"crayon",
|
| 149 |
+
"crocodile",
|
| 150 |
+
"crown",
|
| 151 |
+
"cruise ship",
|
| 152 |
+
"cup",
|
| 153 |
+
"diamond",
|
| 154 |
+
"dishwasher",
|
| 155 |
+
"diving board",
|
| 156 |
+
"dog",
|
| 157 |
+
"dolphin",
|
| 158 |
+
"donut",
|
| 159 |
+
"door",
|
| 160 |
+
"dragon",
|
| 161 |
+
"dresser",
|
| 162 |
+
"drill",
|
| 163 |
+
"drums",
|
| 164 |
+
"duck",
|
| 165 |
+
"dumbbell",
|
| 166 |
+
"ear",
|
| 167 |
+
"elbow",
|
| 168 |
+
"elephant",
|
| 169 |
+
"envelope",
|
| 170 |
+
"eraser",
|
| 171 |
+
"eye",
|
| 172 |
+
"eyeglasses",
|
| 173 |
+
"face",
|
| 174 |
+
"fan",
|
| 175 |
+
"feather",
|
| 176 |
+
"fence",
|
| 177 |
+
"finger",
|
| 178 |
+
"fire hydrant",
|
| 179 |
+
"fireplace",
|
| 180 |
+
"firetruck",
|
| 181 |
+
"fish",
|
| 182 |
+
"flamingo",
|
| 183 |
+
"flashlight",
|
| 184 |
+
"flip flops",
|
| 185 |
+
"floor lamp",
|
| 186 |
+
"flower",
|
| 187 |
+
"flying saucer",
|
| 188 |
+
"foot",
|
| 189 |
+
"fork",
|
| 190 |
+
"frog",
|
| 191 |
+
"frying pan",
|
| 192 |
+
"garden",
|
| 193 |
+
"garden hose",
|
| 194 |
+
"giraffe",
|
| 195 |
+
"goatee",
|
| 196 |
+
"golf club",
|
| 197 |
+
"grapes",
|
| 198 |
+
"grass",
|
| 199 |
+
"guitar",
|
| 200 |
+
"hamburger",
|
| 201 |
+
"hammer",
|
| 202 |
+
"hand",
|
| 203 |
+
"harp",
|
| 204 |
+
"hat",
|
| 205 |
+
"headphones",
|
| 206 |
+
"hedgehog",
|
| 207 |
+
"helicopter",
|
| 208 |
+
"helmet",
|
| 209 |
+
"hexagon",
|
| 210 |
+
"hockey puck",
|
| 211 |
+
"hockey stick",
|
| 212 |
+
"horse",
|
| 213 |
+
"hospital",
|
| 214 |
+
"hot air balloon",
|
| 215 |
+
"hot dog",
|
| 216 |
+
"hot tub",
|
| 217 |
+
"hourglass",
|
| 218 |
+
"house",
|
| 219 |
+
"house plant",
|
| 220 |
+
"hurricane",
|
| 221 |
+
"ice cream",
|
| 222 |
+
"jacket",
|
| 223 |
+
"jail",
|
| 224 |
+
"kangaroo",
|
| 225 |
+
"key",
|
| 226 |
+
"keyboard",
|
| 227 |
+
"knee",
|
| 228 |
+
"knife",
|
| 229 |
+
"ladder",
|
| 230 |
+
"lantern",
|
| 231 |
+
"laptop",
|
| 232 |
+
"leaf",
|
| 233 |
+
"leg",
|
| 234 |
+
"light bulb",
|
| 235 |
+
"lighter",
|
| 236 |
+
"lighthouse",
|
| 237 |
+
"lightning",
|
| 238 |
+
"line",
|
| 239 |
+
"lion",
|
| 240 |
+
"lipstick",
|
| 241 |
+
"lobster",
|
| 242 |
+
"lollipop",
|
| 243 |
+
"mailbox",
|
| 244 |
+
"map",
|
| 245 |
+
"marker",
|
| 246 |
+
"matches",
|
| 247 |
+
"megaphone",
|
| 248 |
+
"mermaid",
|
| 249 |
+
"microphone",
|
| 250 |
+
"microwave",
|
| 251 |
+
"monkey",
|
| 252 |
+
"moon",
|
| 253 |
+
"mosquito",
|
| 254 |
+
"motorbike",
|
| 255 |
+
"mountain",
|
| 256 |
+
"mouse",
|
| 257 |
+
"moustache",
|
| 258 |
+
"mouth",
|
| 259 |
+
"mug",
|
| 260 |
+
"mushroom",
|
| 261 |
+
"nail",
|
| 262 |
+
"necklace",
|
| 263 |
+
"nose",
|
| 264 |
+
"ocean",
|
| 265 |
+
"octagon",
|
| 266 |
+
"octopus",
|
| 267 |
+
"onion",
|
| 268 |
+
"oven",
|
| 269 |
+
"owl",
|
| 270 |
+
"paint can",
|
| 271 |
+
"paintbrush",
|
| 272 |
+
"palm tree",
|
| 273 |
+
"panda",
|
| 274 |
+
"pants",
|
| 275 |
+
"paper clip",
|
| 276 |
+
"parachute",
|
| 277 |
+
"parrot",
|
| 278 |
+
"passport",
|
| 279 |
+
"peanut",
|
| 280 |
+
"pear",
|
| 281 |
+
"peas",
|
| 282 |
+
"pencil",
|
| 283 |
+
"penguin",
|
| 284 |
+
"piano",
|
| 285 |
+
"pickup truck",
|
| 286 |
+
"picture frame",
|
| 287 |
+
"pig",
|
| 288 |
+
"pillow",
|
| 289 |
+
"pineapple",
|
| 290 |
+
"pizza",
|
| 291 |
+
"pliers",
|
| 292 |
+
"police car",
|
| 293 |
+
"pond",
|
| 294 |
+
"pool",
|
| 295 |
+
"popsicle",
|
| 296 |
+
"postcard",
|
| 297 |
+
"potato",
|
| 298 |
+
"power outlet",
|
| 299 |
+
"purse",
|
| 300 |
+
"rabbit",
|
| 301 |
+
"raccoon",
|
| 302 |
+
"radio",
|
| 303 |
+
"rain",
|
| 304 |
+
"rainbow",
|
| 305 |
+
"rake",
|
| 306 |
+
"remote control",
|
| 307 |
+
"rhinoceros",
|
| 308 |
+
"rifle",
|
| 309 |
+
"river",
|
| 310 |
+
"roller coaster",
|
| 311 |
+
"rollerskates",
|
| 312 |
+
"sailboat",
|
| 313 |
+
"sandwich",
|
| 314 |
+
"saw",
|
| 315 |
+
"saxophone",
|
| 316 |
+
"school bus",
|
| 317 |
+
"scissors",
|
| 318 |
+
"scorpion",
|
| 319 |
+
"screwdriver",
|
| 320 |
+
"sea turtle",
|
| 321 |
+
"see saw",
|
| 322 |
+
"shark",
|
| 323 |
+
"sheep",
|
| 324 |
+
"shoe",
|
| 325 |
+
"shorts",
|
| 326 |
+
"shovel",
|
| 327 |
+
"sink",
|
| 328 |
+
"skateboard",
|
| 329 |
+
"skull",
|
| 330 |
+
"skyscraper",
|
| 331 |
+
"sleeping bag",
|
| 332 |
+
"smiley face",
|
| 333 |
+
"snail",
|
| 334 |
+
"snake",
|
| 335 |
+
"snorkel",
|
| 336 |
+
"snowflake",
|
| 337 |
+
"snowman",
|
| 338 |
+
"soccer ball",
|
| 339 |
+
"sock",
|
| 340 |
+
"speedboat",
|
| 341 |
+
"spider",
|
| 342 |
+
"spoon",
|
| 343 |
+
"spreadsheet",
|
| 344 |
+
"square",
|
| 345 |
+
"squiggle",
|
| 346 |
+
"squirrel",
|
| 347 |
+
"stairs",
|
| 348 |
+
"star",
|
| 349 |
+
"steak",
|
| 350 |
+
"stereo",
|
| 351 |
+
"stethoscope",
|
| 352 |
+
"stitches",
|
| 353 |
+
"stop sign",
|
| 354 |
+
"stove",
|
| 355 |
+
"strawberry",
|
| 356 |
+
"streetlight",
|
| 357 |
+
"string bean",
|
| 358 |
+
"submarine",
|
| 359 |
+
"suitcase",
|
| 360 |
+
"sun",
|
| 361 |
+
"swan",
|
| 362 |
+
"sweater",
|
| 363 |
+
"swing set",
|
| 364 |
+
"sword",
|
| 365 |
+
"syringe",
|
| 366 |
+
"t-shirt",
|
| 367 |
+
"table",
|
| 368 |
+
"teapot",
|
| 369 |
+
"teddy-bear",
|
| 370 |
+
"telephone",
|
| 371 |
+
"television",
|
| 372 |
+
"tennis racquet",
|
| 373 |
+
"tent",
|
| 374 |
+
"tiger",
|
| 375 |
+
"toaster",
|
| 376 |
+
"toe",
|
| 377 |
+
"toilet",
|
| 378 |
+
"tooth",
|
| 379 |
+
"toothbrush",
|
| 380 |
+
"toothpaste",
|
| 381 |
+
"tornado",
|
| 382 |
+
"tractor",
|
| 383 |
+
"traffic light",
|
| 384 |
+
"train",
|
| 385 |
+
"tree",
|
| 386 |
+
"triangle",
|
| 387 |
+
"trombone",
|
| 388 |
+
"truck",
|
| 389 |
+
"trumpet",
|
| 390 |
+
"umbrella",
|
| 391 |
+
"underwear",
|
| 392 |
+
"van",
|
| 393 |
+
"vase",
|
| 394 |
+
"violin",
|
| 395 |
+
"washing machine",
|
| 396 |
+
"watermelon",
|
| 397 |
+
"waterslide",
|
| 398 |
+
"whale",
|
| 399 |
+
"wheel",
|
| 400 |
+
"windmill",
|
| 401 |
+
"wine bottle",
|
| 402 |
+
"wine glass",
|
| 403 |
+
"wristwatch",
|
| 404 |
+
"yoga",
|
| 405 |
+
"zebra",
|
| 406 |
+
"zigzag"
|
| 407 |
+
]
|
| 408 |
+
}
|