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 conversion_receipt.json from HopitAI/moda-ner-v-catalog: direct link, hf CLI and curl.
- Browser
- Download file 2.62 kB
-
https://huggingface.co/HopitAI/moda-ner-v-catalog/resolve/main/conversion_receipt.json
- Command line
-
hf download hf://HopitAI/moda-ner-v-catalog/conversion_receipt.json
-
curl -L -o conversion_receipt.json https://huggingface.co/HopitAI/moda-ner-v-catalog/resolve/main/conversion_receipt.json
2.62 kB
| { | |
| "fields": [ | |
| "category", | |
| "collar", | |
| "color", | |
| "fabric", | |
| "fastening", | |
| "fit", | |
| "neckline", | |
| "pattern", | |
| "pocket", | |
| "sleeve_length" | |
| ], | |
| "output": { | |
| "path": "linear_heads.safetensors", | |
| "sha256": "14e54747a06ecaac5de8a0070669d2845a410d0a8849a7b80657516b2fd60092", | |
| "size_bytes": 413736 | |
| }, | |
| "prediction_equivalence": true, | |
| "protocol": "shopping100k-sklearn-to-safetensors-linear-heads-v1", | |
| "source_heads": { | |
| "category": { | |
| "path": "benchmarks/fashion_vision/shopping100k_remaining_heads_pilot_20260811/category.joblib", | |
| "sha256": "a3980ff6decae582ffdcf4fe83226ed8d5e7fd6bd4a8ee1f89edcf93bf1f2dfe" | |
| }, | |
| "collar": { | |
| "path": "benchmarks/fashion_vision/shopping100k_remaining_heads_pilot_20260811/collar.joblib", | |
| "sha256": "7c4b806b4c117b8f0be011b202c32a4e5993b9631d47c70588dfadf153bbb280" | |
| }, | |
| "color": { | |
| "path": "benchmarks/fashion_vision/shopping100k_critical_heads_pilot_20260811/color.joblib", | |
| "sha256": "b24960e99e0b4fb92c3e409537513bc407c3eca1abcd298945d4aebc6d8e231a" | |
| }, | |
| "fabric": { | |
| "path": "benchmarks/fashion_vision/shopping100k_critical_heads_pilot_20260811/fabric.joblib", | |
| "sha256": "930ee3a6077f97ed05ff915832d00585989b6528f0d55d0685a70f2bb362fcf4" | |
| }, | |
| "fastening": { | |
| "path": "benchmarks/fashion_vision/shopping100k_remaining_heads_pilot_20260811/fastening.joblib", | |
| "sha256": "1d468a855b591c25b5abb63174e294113decdbf3668c0252380259647249bb78" | |
| }, | |
| "fit": { | |
| "path": "benchmarks/fashion_vision/shopping100k_critical_heads_pilot_20260811/fit.joblib", | |
| "sha256": "74027ec9b2d17433cc1fb9068ae262314dc66fc94e36d6bf615bd8797dde9758" | |
| }, | |
| "neckline": { | |
| "path": "benchmarks/fashion_vision/shopping100k_remaining_heads_pilot_20260811/neckline.joblib", | |
| "sha256": "47ed3b5de35f54e2464491f59562579e8a25756108145af21c70ff92f17dffb9" | |
| }, | |
| "pattern": { | |
| "path": "benchmarks/fashion_vision/shopping100k_remaining_heads_pilot_20260811/pattern.joblib", | |
| "sha256": "3321e94124f8f7b8ea23703ef20bd47cbccb8b8da2e28e0b1cf0c769f511b92d" | |
| }, | |
| "pocket": { | |
| "path": "benchmarks/fashion_vision/shopping100k_remaining_heads_pilot_20260811/pocket.joblib", | |
| "sha256": "69759ed0d415b57d3d6a412b2920261884d81dff663b8ca29aaa1019f6fce253" | |
| }, | |
| "sleeve_length": { | |
| "path": "benchmarks/fashion_vision/shopping100k_remaining_heads_pilot_20260811/sleeve_length.joblib", | |
| "sha256": "2903f5fb2da52778495efba88a8c7587348a87cff89225398f72bca6773d3c31" | |
| } | |
| }, | |
| "test_labels_accessed": false, | |
| "verification_rows": 1024 | |
| } | |