Image Classification
OpenCLIP
Joblib
Safetensors
English
fashion
attribute-extraction
product-attributes
catalog-enrichment
e-commerce
computer-vision
multi-label-classification
siglip
moda-ner
benchmark
reproducibility
non-commercial
applicability
Eval Results (legacy)
Instructions to use HopitAI/moda-ner-v-fullbody with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- OpenCLIP
How to use HopitAI/moda-ner-v-fullbody with OpenCLIP:
import open_clip model, preprocess_train, preprocess_val = open_clip.create_model_and_transforms('hf-hub:HopitAI/moda-ner-v-fullbody') tokenizer = open_clip.get_tokenizer('hf-hub:HopitAI/moda-ner-v-fullbody') - Notebooks
- Google Colab
- Kaggle
File size: 2,341 Bytes
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"glasses": {
"applicability": 0.65,
"calibration_fixed_vocabulary_macro_f1": 0.369034572733,
"value": 0.0
},
"hat": {
"applicability": 0.9,
"calibration_fixed_vocabulary_macro_f1": 0.738944964023,
"value": 0.0
},
"lower_clothing_length": {
"applicability": 0.45,
"calibration_fixed_vocabulary_macro_f1": 0.857054490096,
"value": 0.0
},
"lower_fabric": {
"applicability": 0.9,
"calibration_fixed_vocabulary_macro_f1": 0.336576538704,
"value": 0.0
},
"lower_pattern": {
"applicability": 0.95,
"calibration_fixed_vocabulary_macro_f1": 0.397668611128,
"value": 0.0
},
"neckline": {
"applicability": 0.35,
"calibration_fixed_vocabulary_macro_f1": 0.671539470428,
"value": 0.0
},
"neckwear": {
"applicability": 0.65,
"calibration_fixed_vocabulary_macro_f1": 0.699895549286,
"value": 0.0
},
"outer_clothing_cardigan": {
"applicability": 0.0,
"calibration_fixed_vocabulary_macro_f1": 0.91847826087,
"value": 0.0
},
"outer_fabric": {
"applicability": 0.55,
"calibration_fixed_vocabulary_macro_f1": 0.584602070458,
"value": 0.0
},
"outer_pattern": {
"applicability": 0.4,
"calibration_fixed_vocabulary_macro_f1": 0.418367102045,
"value": 0.0
},
"ring": {
"applicability": 0.7,
"calibration_fixed_vocabulary_macro_f1": 0.61678271647,
"value": 0.0
},
"sleeve_length": {
"applicability": 0.0,
"calibration_fixed_vocabulary_macro_f1": 0.833601297794,
"value": 0.0
},
"socks": {
"applicability": 0.45,
"calibration_fixed_vocabulary_macro_f1": 0.65511238576,
"value": 0.0
},
"upper_clothing_covering_navel": {
"applicability": 0.75,
"calibration_fixed_vocabulary_macro_f1": 0.931086935017,
"value": 0.0
},
"upper_fabric": {
"applicability": 0.65,
"calibration_fixed_vocabulary_macro_f1": 0.314484551015,
"value": 0.0
},
"upper_pattern": {
"applicability": 0.8,
"calibration_fixed_vocabulary_macro_f1": 0.551774488216,
"value": 0.0
},
"waist_accessories": {
"applicability": 0.6,
"calibration_fixed_vocabulary_macro_f1": 0.605431413608,
"value": 0.0
},
"wrist_wearing": {
"applicability": 0.8,
"calibration_fixed_vocabulary_macro_f1": 0.588448337211,
"value": 0.0
}
}
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