Image Classification
OpenCLIP
English
fashion
attribute-extraction
product-attributes
catalog-enrichment
e-commerce
computer-vision
multi-label-classification
siglip
moda-ner
benchmark
reproducibility
non-commercial
color-detection
fit-prediction
Eval Results (legacy)
Instructions to use HopitAI/moda-ner-v-catalog with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- OpenCLIP
How to use HopitAI/moda-ner-v-catalog with OpenCLIP:
import open_clip model, preprocess_train, preprocess_val = open_clip.create_model_and_transforms('hf-hub:HopitAI/moda-ner-v-catalog') tokenizer = open_clip.get_tokenizer('hf-hub:HopitAI/moda-ner-v-catalog') - Notebooks
- Google Colab
- Kaggle
Download schema.json from HopitAI/moda-ner-v-catalog: direct link, hf CLI and curl.
- Browser
- Download file 2.99 kB
-
https://huggingface.co/HopitAI/moda-ner-v-catalog/resolve/main/schema.json
- Command line
-
hf download hf://HopitAI/moda-ner-v-catalog/schema.json
-
curl -L -o schema.json https://huggingface.co/HopitAI/moda-ner-v-catalog/resolve/main/schema.json
2.99 kB
| { | |
| "_provenance": "Value lists copied from suite/catalog/evaluation_config.json in hopit-ai/Moda_ner. Index order is the source dataset's Attributes/*.txt line order: labels are integer indices into those files and scikit-learn sorts integer classes, so line number is class index. Every list length matches its head's output dimension.", | |
| "fields": { | |
| "category": { | |
| "source_head": "category", | |
| "values": [ | |
| "coat", | |
| "jacket", | |
| "suit", | |
| "shirt", | |
| "t-shirt", | |
| "jumper", | |
| "shorts", | |
| "trouser", | |
| "jean", | |
| "swimming", | |
| "jumpsuit", | |
| "pyjamas", | |
| "tracksuit bottoms", | |
| "tracksuit", | |
| "skirt", | |
| "dress" | |
| ] | |
| }, | |
| "collar": { | |
| "source_head": "collar", | |
| "values": [ | |
| "buttondown", | |
| "cutaway", | |
| "high", | |
| "hood", | |
| "kent", | |
| "lapel", | |
| "lined", | |
| "mandarin", | |
| "polo", | |
| "round", | |
| "shawl", | |
| "turndown", | |
| "v-neck", | |
| "peter pan", | |
| "volant", | |
| "shirt", | |
| "chin" | |
| ] | |
| }, | |
| "color": { | |
| "source_head": "color", | |
| "values": [ | |
| "maroon", | |
| "black", | |
| "white", | |
| "charcoal", | |
| "indigo", | |
| "navy", | |
| "pink", | |
| "light blue", | |
| "blue", | |
| "beige", | |
| "orange", | |
| "yellow", | |
| "red", | |
| "purple", | |
| "brown", | |
| "olive", | |
| "green", | |
| "gray", | |
| "multi" | |
| ] | |
| }, | |
| "fabric": { | |
| "source_head": "fabric", | |
| "values": [ | |
| "canvas", | |
| "crocheted", | |
| "denim", | |
| "fleece", | |
| "hardshell", | |
| "jersey", | |
| "jersey lace", | |
| "lace", | |
| "mesh", | |
| "mesh jersey", | |
| "rib", | |
| "softshell", | |
| "sweat", | |
| "leather" | |
| ] | |
| }, | |
| "fastening": { | |
| "source_head": "fastening", | |
| "values": [ | |
| "zip", | |
| "back closure", | |
| "belt", | |
| "button", | |
| "covered", | |
| "hook", | |
| "laces", | |
| "no closure", | |
| "front", | |
| "others" | |
| ] | |
| }, | |
| "fit": { | |
| "source_head": "fit", | |
| "values": [ | |
| "bootcut", | |
| "flared", | |
| "high waist", | |
| "jeggings", | |
| "large", | |
| "loose", | |
| "low", | |
| "oversize", | |
| "regular", | |
| "skinny", | |
| "slim", | |
| "small", | |
| "straight", | |
| "tailered", | |
| "tapered" | |
| ] | |
| }, | |
| "neckline": { | |
| "source_head": "neckline", | |
| "values": [ | |
| "boat", | |
| "backless", | |
| "cache-coeur", | |
| "henley", | |
| "low v-neck", | |
| "low round", | |
| "off-the-shoulder", | |
| "round", | |
| "square", | |
| "v-neck", | |
| "envelope" | |
| ] | |
| }, | |
| "pattern": { | |
| "source_head": "pattern", | |
| "values": [ | |
| "animal", | |
| "burnout", | |
| "camouflage", | |
| "checked", | |
| "colour gradient", | |
| "colourful", | |
| "floral", | |
| "herringbone", | |
| "marl", | |
| "paisley", | |
| "photo", | |
| "pinstriped", | |
| "plain", | |
| "polka dot", | |
| "print", | |
| "striped" | |
| ] | |
| }, | |
| "pocket": { | |
| "source_head": "pocket", | |
| "values": [ | |
| "side", | |
| "cargo", | |
| "flap", | |
| "napoleon", | |
| "belt", | |
| "sleeve", | |
| "zip" | |
| ] | |
| }, | |
| "sleeve_length": { | |
| "source_head": "sleeve_length", | |
| "values": [ | |
| "3/4", | |
| "spaghetti", | |
| "sleeveless", | |
| "elbow", | |
| "extra long", | |
| "extra short", | |
| "long", | |
| "short", | |
| "strapless" | |
| ] | |
| } | |
| } | |
| } | |