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commit files to HF hub

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  1. .gitattributes +1 -0
  2. README.md +26 -0
  3. config.json +42 -0
  4. preprocessor_config.json +17 -0
  5. pytorch_model.bin +3 -0
.gitattributes ADDED
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+ pytorch_model.bin filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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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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+
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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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+
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+ # FacialEmoRecog
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+
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+
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+
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+ Create your own image classifier for **anything** by running this repo
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+
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+ ## Example Images
config.json ADDED
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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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+ }
preprocessor_config.json ADDED
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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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+ ],
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+ "resample": 2,
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+ "size": 224
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+ }
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