commit files to HF hub
Browse files- README.md +24 -0
- config.json +40 -0
- preprocessor_config.json +17 -0
- pytorch_model.bin +3 -0
- runs/events.out.tfevents.1653335315.93d75f67f62f.82.0 +3 -0
README.md
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---
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tags:
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- image-classification
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- pytorch
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- huggingpics
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metrics:
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- accuracy
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model-index:
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- name: electric_pole_type_classification
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results:
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- task:
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name: Image Classification
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type: image-classification
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.8571428656578064
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---
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# electric_pole_type_classification
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Classify your electric pole images R200, H, R300, Portico, Poste, Tripode
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config.json
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{
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"_name_or_path": "google/vit-base-patch16-224-in21k",
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"architectures": [
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"ViTForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"encoder_stride": 16,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": "H",
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"1": "Portico",
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"2": "Poste",
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"3": "R200",
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"4": "R300",
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"5": "Tripode"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"H": "0",
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"Portico": "1",
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"Poste": "2",
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"R200": "3",
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"R300": "4",
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"Tripode": "5"
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},
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"layer_norm_eps": 1e-12,
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"model_type": "vit",
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_hidden_layers": 12,
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"patch_size": 16,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.19.2"
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}
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preprocessor_config.json
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{
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"do_normalize": true,
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"do_resize": true,
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"feature_extractor_type": "ViTFeatureExtractor",
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"image_mean": [
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0.5,
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0.5,
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0.5
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],
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"image_std": [
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0.5,
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0.5,
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0.5
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],
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"resample": 2,
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"size": 224
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:c68d7cfadea17141a83d3c38454957924ef4cda09aa33bed2636516d2bf6717f
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size 343276465
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runs/events.out.tfevents.1653335315.93d75f67f62f.82.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:42a8b1a5673965dbbbea8af376026958be718af26ee487ed2201d0b1281674e0
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size 6674
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