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
File size: 2,616 Bytes
e18874d | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 | {
"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
}
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