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
| { | |
| "min_support": 100, | |
| "num_labels": 218, | |
| "labels": [ | |
| { | |
| "index": 0, | |
| "fashionpedia_id": 295, | |
| "name": "no non-textile material", | |
| "supercategory": "non-textile material type", | |
| "train_support": 65854 | |
| }, | |
| { | |
| "index": 1, | |
| "fashionpedia_id": 115, | |
| "name": "symmetrical", | |
| "supercategory": "silhouette", | |
| "train_support": 60164 | |
| }, | |
| { | |
| "index": 2, | |
| "fashionpedia_id": 317, | |
| "name": "plain (pattern)", | |
| "supercategory": "textile pattern", | |
| "train_support": 58468 | |
| }, | |
| { | |
| "index": 3, | |
| "fashionpedia_id": 204, | |
| "name": "set-in sleeve", | |
| "supercategory": "nickname", | |
| "train_support": 39004 | |
| }, | |
| { | |
| "index": 4, | |
| "fashionpedia_id": 316, | |
| "name": "no special manufacturing technique", | |
| "supercategory": "textile finishing, manufacturing techniques", | |
| "train_support": 38349 | |
| }, | |
| { | |
| "index": 5, | |
| "fashionpedia_id": 160, | |
| "name": "wrist-length", | |
| "supercategory": "length", | |
| "train_support": 34135 | |
| }, | |
| { | |
| "index": 6, | |
| "fashionpedia_id": 142, | |
| "name": "normal waist", | |
| "supercategory": "waistline", | |
| "train_support": 25019 | |
| }, | |
| { | |
| "index": 7, | |
| "fashionpedia_id": 136, | |
| "name": "regular (fit)", | |
| "supercategory": "silhouette", | |
| "train_support": 24669 | |
| }, | |
| { | |
| "index": 8, | |
| "fashionpedia_id": 145, | |
| "name": "no waistline", | |
| "supercategory": "waistline", | |
| "train_support": 18942 | |
| }, | |
| { | |
| "index": 9, | |
| "fashionpedia_id": 146, | |
| "name": "above-the-hip (length)", | |
| "supercategory": "length", | |
| "train_support": 17444 | |
| }, | |
| { | |
| "index": 10, | |
| "fashionpedia_id": 229, | |
| "name": "zip-up", | |
| "supercategory": "opening type", | |
| "train_support": 16859 | |
| }, | |
| { | |
| "index": 11, | |
| "fashionpedia_id": 135, | |
| "name": "tight (fit)", | |
| "supercategory": "silhouette", | |
| "train_support": 13473 | |
| }, | |
| { | |
| "index": 12, | |
| "fashionpedia_id": 157, | |
| "name": "short (length)", | |
| "supercategory": "length", | |
| "train_support": 13141 | |
| }, | |
| { | |
| "index": 13, | |
| "fashionpedia_id": 225, | |
| "name": "single breasted", | |
| "supercategory": "opening type", | |
| "train_support": 12175 | |
| }, | |
| { | |
| "index": 14, | |
| "fashionpedia_id": 141, | |
| "name": "high waist", | |
| "supercategory": "waistline", | |
| "train_support": 11532 | |
| }, | |
| { | |
| "index": 15, | |
| "fashionpedia_id": 311, | |
| "name": "lining", | |
| "supercategory": "textile finishing, manufacturing techniques", | |
| "train_support": 10243 | |
| }, | |
| { | |
| "index": 16, | |
| "fashionpedia_id": 147, | |
| "name": "hip (length)", | |
| "supercategory": "length", | |
| "train_support": 10109 | |
| }, | |
| { | |
| "index": 17, | |
| "fashionpedia_id": 149, | |
| "name": "mini (length)", | |
| "supercategory": "length", | |
| "train_support": 9545 | |
| }, | |
| { | |
| "index": 18, | |
| "fashionpedia_id": 154, | |
| "name": "maxi (length)", | |
| "supercategory": "length", | |
| "train_support": 9376 | |
| }, | |
| { | |
| "index": 19, | |
| "fashionpedia_id": 230, | |
| "name": "fly (opening)", | |
| "supercategory": "opening type", | |
| "train_support": 9030 | |
| }, | |
| { | |
| "index": 20, | |
| "fashionpedia_id": 301, | |
| "name": "printed", | |
| "supercategory": "textile finishing, manufacturing techniques", | |
| "train_support": 8028 | |
| }, | |
| { | |
| "index": 21, | |
| "fashionpedia_id": 128, | |
| "name": "straight", | |
| "supercategory": "silhouette", | |
| "train_support": 6801 | |
| }, | |
| { | |
| "index": 22, | |
| "fashionpedia_id": 159, | |
| "name": "three quarter (length)", | |
| "supercategory": "length", | |
| "train_support": 6165 | |
| }, | |
| { | |
| "index": 23, | |
| "fashionpedia_id": 182, | |
| "name": "round (neck)", | |
| "supercategory": "neckline type", | |
| "train_support": 5810 | |
| }, | |
| { | |
| "index": 24, | |
| "fashionpedia_id": 0, | |
| "name": "classic (t-shirt)", | |
| "supercategory": "nickname", | |
| "train_support": 5466 | |
| }, | |
| { | |
| "index": 25, | |
| "fashionpedia_id": 219, | |
| "name": "welt (pocket)", | |
| "supercategory": "nickname", | |
| "train_support": 5460 | |
| }, | |
| { | |
| "index": 26, | |
| "fashionpedia_id": 155, | |
| "name": "floor (length)", | |
| "supercategory": "length", | |
| "train_support": 5338 | |
| }, | |
| { | |
| "index": 27, | |
| "fashionpedia_id": 224, | |
| "name": "flap (pocket)", | |
| "supercategory": "nickname", | |
| "train_support": 5284 | |
| }, | |
| { | |
| "index": 28, | |
| "fashionpedia_id": 108, | |
| "name": "gown", | |
| "supercategory": "nickname", | |
| "train_support": 5252 | |
| }, | |
| { | |
| "index": 29, | |
| "fashionpedia_id": 218, | |
| "name": "patch (pocket)", | |
| "supercategory": "nickname", | |
| "train_support": 5076 | |
| }, | |
| { | |
| "index": 30, | |
| "fashionpedia_id": 223, | |
| "name": "curved (pocket)", | |
| "supercategory": "nickname", | |
| "train_support": 5064 | |
| }, | |
| { | |
| "index": 31, | |
| "fashionpedia_id": 163, | |
| "name": "shirt (collar)", | |
| "supercategory": "nickname", | |
| "train_support": 5058 | |
| }, | |
| { | |
| "index": 32, | |
| "fashionpedia_id": 137, | |
| "name": "loose (fit)", | |
| "supercategory": "silhouette", | |
| "train_support": 4990 | |
| }, | |
| { | |
| "index": 33, | |
| "fashionpedia_id": 305, | |
| "name": "gathering", | |
| "supercategory": "textile finishing, manufacturing techniques", | |
| "train_support": 4778 | |
| }, | |
| { | |
| "index": 34, | |
| "fashionpedia_id": 234, | |
| "name": "no opening", | |
| "supercategory": "opening type", | |
| "train_support": 4542 | |
| }, | |
| { | |
| "index": 35, | |
| "fashionpedia_id": 222, | |
| "name": "slash (pocket)", | |
| "supercategory": "nickname", | |
| "train_support": 4317 | |
| }, | |
| { | |
| "index": 36, | |
| "fashionpedia_id": 150, | |
| "name": "above-the-knee (length)", | |
| "supercategory": "length", | |
| "train_support": 4153 | |
| }, | |
| { | |
| "index": 37, | |
| "fashionpedia_id": 129, | |
| "name": "a-line", | |
| "supercategory": "silhouette", | |
| "train_support": 4111 | |
| }, | |
| { | |
| "index": 38, | |
| "fashionpedia_id": 298, | |
| "name": "washed", | |
| "supercategory": "textile finishing, manufacturing techniques", | |
| "train_support": 3909 | |
| }, | |
| { | |
| "index": 39, | |
| "fashionpedia_id": 36, | |
| "name": "jeans", | |
| "supercategory": "nickname", | |
| "train_support": 3764 | |
| }, | |
| { | |
| "index": 40, | |
| "fashionpedia_id": 143, | |
| "name": "low waist", | |
| "supercategory": "waistline", | |
| "train_support": 3682 | |
| }, | |
| { | |
| "index": 41, | |
| "fashionpedia_id": 325, | |
| "name": "floral", | |
| "supercategory": "textile pattern", | |
| "train_support": 3579 | |
| }, | |
| { | |
| "index": 42, | |
| "fashionpedia_id": 127, | |
| "name": "pencil", | |
| "supercategory": "silhouette", | |
| "train_support": 3538 | |
| }, | |
| { | |
| "index": 43, | |
| "fashionpedia_id": 119, | |
| "name": "fit and flare", | |
| "supercategory": "silhouette", | |
| "train_support": 3408 | |
| }, | |
| { | |
| "index": 44, | |
| "fashionpedia_id": 148, | |
| "name": "micro (length)", | |
| "supercategory": "length", | |
| "train_support": 3190 | |
| }, | |
| { | |
| "index": 45, | |
| "fashionpedia_id": 158, | |
| "name": "elbow-length", | |
| "supercategory": "length", | |
| "train_support": 3149 | |
| }, | |
| { | |
| "index": 46, | |
| "fashionpedia_id": 205, | |
| "name": "dropped-shoulder sleeve", | |
| "supercategory": "nickname", | |
| "train_support": 3147 | |
| }, | |
| { | |
| "index": 47, | |
| "fashionpedia_id": 183, | |
| "name": "v-neck", | |
| "supercategory": "neckline type", | |
| "train_support": 3130 | |
| }, | |
| { | |
| "index": 48, | |
| "fashionpedia_id": 185, | |
| "name": "oval (neck)", | |
| "supercategory": "neckline type", | |
| "train_support": 3117 | |
| }, | |
| { | |
| "index": 49, | |
| "fashionpedia_id": 281, | |
| "name": "plastic", | |
| "supercategory": "non-textile material type", | |
| "train_support": 3108 | |
| }, | |
| { | |
| "index": 50, | |
| "fashionpedia_id": 328, | |
| "name": "stripe", | |
| "supercategory": "textile pattern", | |
| "train_support": 2981 | |
| }, | |
| { | |
| "index": 51, | |
| "fashionpedia_id": 17, | |
| "name": "blazer", | |
| "supercategory": "nickname", | |
| "train_support": 2900 | |
| }, | |
| { | |
| "index": 52, | |
| "fashionpedia_id": 190, | |
| "name": "scoop (neck)", | |
| "supercategory": "neckline type", | |
| "train_support": 2835 | |
| }, | |
| { | |
| "index": 53, | |
| "fashionpedia_id": 207, | |
| "name": "cap (sleeve)", | |
| "supercategory": "nickname", | |
| "train_support": 2721 | |
| }, | |
| { | |
| "index": 54, | |
| "fashionpedia_id": 151, | |
| "name": "knee (length)", | |
| "supercategory": "length", | |
| "train_support": 2662 | |
| }, | |
| { | |
| "index": 55, | |
| "fashionpedia_id": 174, | |
| "name": "notched (lapel)", | |
| "supercategory": "nickname", | |
| "train_support": 2626 | |
| }, | |
| { | |
| "index": 56, | |
| "fashionpedia_id": 200, | |
| "name": "straight across (neck)", | |
| "supercategory": "neckline type", | |
| "train_support": 2425 | |
| }, | |
| { | |
| "index": 57, | |
| "fashionpedia_id": 304, | |
| "name": "pleat", | |
| "supercategory": "textile finishing, manufacturing techniques", | |
| "train_support": 2321 | |
| }, | |
| { | |
| "index": 58, | |
| "fashionpedia_id": 322, | |
| "name": "check", | |
| "supercategory": "textile pattern", | |
| "train_support": 2275 | |
| }, | |
| { | |
| "index": 59, | |
| "fashionpedia_id": 153, | |
| "name": "midi", | |
| "supercategory": "length", | |
| "train_support": 2266 | |
| }, | |
| { | |
| "index": 60, | |
| "fashionpedia_id": 114, | |
| "name": "asymmetrical", | |
| "supercategory": "silhouette", | |
| "train_support": 2201 | |
| }, | |
| { | |
| "index": 61, | |
| "fashionpedia_id": 11, | |
| "name": "tank (top)", | |
| "supercategory": "nickname", | |
| "train_support": 2182 | |
| }, | |
| { | |
| "index": 62, | |
| "fashionpedia_id": 312, | |
| "name": "applique(a)", | |
| "supercategory": "textile finishing, manufacturing techniques", | |
| "train_support": 2156 | |
| }, | |
| { | |
| "index": 63, | |
| "fashionpedia_id": 102, | |
| "name": "sheath (dress)", | |
| "supercategory": "nickname", | |
| "train_support": 2077 | |
| }, | |
| { | |
| "index": 64, | |
| "fashionpedia_id": 313, | |
| "name": "bead(a)", | |
| "supercategory": "textile finishing, manufacturing techniques", | |
| "train_support": 2030 | |
| }, | |
| { | |
| "index": 65, | |
| "fashionpedia_id": 206, | |
| "name": "raglan (sleeve)", | |
| "supercategory": "nickname", | |
| "train_support": 1894 | |
| }, | |
| { | |
| "index": 66, | |
| "fashionpedia_id": 189, | |
| "name": "boat (neck)", | |
| "supercategory": "neckline type", | |
| "train_support": 1795 | |
| }, | |
| { | |
| "index": 67, | |
| "fashionpedia_id": 38, | |
| "name": "leggings", | |
| "supercategory": "nickname", | |
| "train_support": 1787 | |
| }, | |
| { | |
| "index": 68, | |
| "fashionpedia_id": 187, | |
| "name": "sweetheart (neckline)", | |
| "supercategory": "neckline type", | |
| "train_support": 1745 | |
| }, | |
| { | |
| "index": 69, | |
| "fashionpedia_id": 68, | |
| "name": "sheath (skirt)", | |
| "supercategory": "nickname", | |
| "train_support": 1701 | |
| }, | |
| { | |
| "index": 70, | |
| "fashionpedia_id": 320, | |
| "name": "letters, numbers", | |
| "supercategory": "textile pattern", | |
| "train_support": 1674 | |
| }, | |
| { | |
| "index": 71, | |
| "fashionpedia_id": 50, | |
| "name": "short (shorts)", | |
| "supercategory": "nickname", | |
| "train_support": 1575 | |
| }, | |
| { | |
| "index": 72, | |
| "fashionpedia_id": 101, | |
| "name": "shift (dress)", | |
| "supercategory": "nickname", | |
| "train_support": 1526 | |
| }, | |
| { | |
| "index": 73, | |
| "fashionpedia_id": 152, | |
| "name": "below the knee (length)", | |
| "supercategory": "length", | |
| "train_support": 1511 | |
| }, | |
| { | |
| "index": 74, | |
| "fashionpedia_id": 318, | |
| "name": "abstract", | |
| "supercategory": "textile pattern", | |
| "train_support": 1478 | |
| }, | |
| { | |
| "index": 75, | |
| "fashionpedia_id": 117, | |
| "name": "circle", | |
| "supercategory": "silhouette", | |
| "train_support": 1462 | |
| }, | |
| { | |
| "index": 76, | |
| "fashionpedia_id": 162, | |
| "name": "regular (collar)", | |
| "supercategory": "nickname", | |
| "train_support": 1442 | |
| }, | |
| { | |
| "index": 77, | |
| "fashionpedia_id": 302, | |
| "name": "ruched", | |
| "supercategory": "textile finishing, manufacturing techniques", | |
| "train_support": 1359 | |
| }, | |
| { | |
| "index": 78, | |
| "fashionpedia_id": 113, | |
| "name": "skater (dress)", | |
| "supercategory": "nickname", | |
| "train_support": 1259 | |
| }, | |
| { | |
| "index": 79, | |
| "fashionpedia_id": 326, | |
| "name": "geometric", | |
| "supercategory": "textile pattern", | |
| "train_support": 1240 | |
| }, | |
| { | |
| "index": 80, | |
| "fashionpedia_id": 118, | |
| "name": "flare", | |
| "supercategory": "silhouette", | |
| "train_support": 1180 | |
| }, | |
| { | |
| "index": 81, | |
| "fashionpedia_id": 106, | |
| "name": "bodycon (dress)", | |
| "supercategory": "nickname", | |
| "train_support": 1144 | |
| }, | |
| { | |
| "index": 82, | |
| "fashionpedia_id": 283, | |
| "name": "metal", | |
| "supercategory": "non-textile material type", | |
| "train_support": 1135 | |
| }, | |
| { | |
| "index": 83, | |
| "fashionpedia_id": 8, | |
| "name": "crop (top)", | |
| "supercategory": "nickname", | |
| "train_support": 1105 | |
| }, | |
| { | |
| "index": 84, | |
| "fashionpedia_id": 323, | |
| "name": "dot", | |
| "supercategory": "textile pattern", | |
| "train_support": 1062 | |
| }, | |
| { | |
| "index": 85, | |
| "fashionpedia_id": 20, | |
| "name": "biker (jacket)", | |
| "supercategory": "nickname", | |
| "train_support": 1043 | |
| }, | |
| { | |
| "index": 86, | |
| "fashionpedia_id": 10, | |
| "name": "camisole", | |
| "supercategory": "nickname", | |
| "train_support": 1041 | |
| }, | |
| { | |
| "index": 87, | |
| "fashionpedia_id": 186, | |
| "name": "u-neck", | |
| "supercategory": "neckline type", | |
| "train_support": 1005 | |
| }, | |
| { | |
| "index": 88, | |
| "fashionpedia_id": 228, | |
| "name": "wrapping", | |
| "supercategory": "opening type", | |
| "train_support": 977 | |
| }, | |
| { | |
| "index": 89, | |
| "fashionpedia_id": 309, | |
| "name": "slit", | |
| "supercategory": "textile finishing, manufacturing techniques", | |
| "train_support": 973 | |
| }, | |
| { | |
| "index": 90, | |
| "fashionpedia_id": 213, | |
| "name": "dolman (sleeve), batwing (sleeve)", | |
| "supercategory": "nickname", | |
| "train_support": 972 | |
| }, | |
| { | |
| "index": 91, | |
| "fashionpedia_id": 192, | |
| "name": "plunging (neckline)", | |
| "supercategory": "neckline type", | |
| "train_support": 966 | |
| }, | |
| { | |
| "index": 92, | |
| "fashionpedia_id": 209, | |
| "name": "puff (sleeve)", | |
| "supercategory": "nickname", | |
| "train_support": 951 | |
| }, | |
| { | |
| "index": 93, | |
| "fashionpedia_id": 123, | |
| "name": "bell", | |
| "supercategory": "silhouette", | |
| "train_support": 937 | |
| }, | |
| { | |
| "index": 94, | |
| "fashionpedia_id": 180, | |
| "name": "asymmetric (neckline)", | |
| "supercategory": "neckline type", | |
| "train_support": 926 | |
| }, | |
| { | |
| "index": 95, | |
| "fashionpedia_id": 126, | |
| "name": "peg", | |
| "supercategory": "silhouette", | |
| "train_support": 918 | |
| }, | |
| { | |
| "index": 96, | |
| "fashionpedia_id": 112, | |
| "name": "tunic (dress)", | |
| "supercategory": "nickname", | |
| "train_support": 915 | |
| }, | |
| { | |
| "index": 97, | |
| "fashionpedia_id": 319, | |
| "name": "cartoon", | |
| "supercategory": "textile pattern", | |
| "train_support": 893 | |
| }, | |
| { | |
| "index": 98, | |
| "fashionpedia_id": 179, | |
| "name": "collarless", | |
| "supercategory": "neckline type", | |
| "train_support": 884 | |
| }, | |
| { | |
| "index": 99, | |
| "fashionpedia_id": 140, | |
| "name": "dropped waistline", | |
| "supercategory": "waistline", | |
| "train_support": 872 | |
| }, | |
| { | |
| "index": 100, | |
| "fashionpedia_id": 297, | |
| "name": "distressed", | |
| "supercategory": "textile finishing, manufacturing techniques", | |
| "train_support": 856 | |
| }, | |
| { | |
| "index": 101, | |
| "fashionpedia_id": 221, | |
| "name": "seam (pocket)", | |
| "supercategory": "nickname", | |
| "train_support": 847 | |
| }, | |
| { | |
| "index": 102, | |
| "fashionpedia_id": 181, | |
| "name": "crew (neck)", | |
| "supercategory": "neckline type", | |
| "train_support": 804 | |
| }, | |
| { | |
| "index": 103, | |
| "fashionpedia_id": 197, | |
| "name": "high (neck)", | |
| "supercategory": "neckline type", | |
| "train_support": 804 | |
| }, | |
| { | |
| "index": 104, | |
| "fashionpedia_id": 286, | |
| "name": "gem", | |
| "supercategory": "non-textile material type", | |
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| { | |
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| { | |
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| "fashionpedia_id": 195, | |
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| { | |
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| "fashionpedia_id": 334, | |
| "name": "snakeskin (pattern)", | |
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| ] | |
| } |