Commit
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be2a634
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Parent(s):
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commit files to HF hub
Browse files- .gitattributes +1 -0
- README.md +26 -0
- config.json +42 -0
- preprocessor_config.json +17 -0
- pytorch_model.bin +3 -0
.gitattributes
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pytorch_model.bin filter=lfs diff=lfs merge=lfs -text
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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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metrics:
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- accuracy
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model-index:
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- name: FacialEmoRecog
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results:
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- task:
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name: Emotion recognition as 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: 0.9189583659172058
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---
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# FacialEmoRecog
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Create your own image classifier for **anything** by running this repo
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## Example Images
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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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"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": "anger",
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"1": "contempt",
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"2": "disgust",
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"3": "fear",
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"4": "happy",
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"5": "neutral",
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"6": "sadness",
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"7": "surprise"
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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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"anger": "0",
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"contempt": "1",
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"disgust": "2",
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"fear": "3",
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"happy": "4",
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"neutral": "5",
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"sadness": "6",
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"surprise": "7"
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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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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.12.0.dev0"
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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 sha256:66e39e730324ea3494d76fe134f30b2bd3190db295d8476d20ace0a82cb7474e
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size 343295473
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