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autotrain-diffusion-emotion-facial-expression-recognition-40429105176/README.md

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+---
+tags:
+- autotrain
+- vision
+- image-classification
+datasets:
+- kdhht2334/autotrain-data-diffusion-emotion-facial-expression-recognition
+widget:
+- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
+  example_title: Tiger
+- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
+  example_title: Teapot
+- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg
+  example_title: Palace
+co2_eq_emissions:
+  emissions: 0.8103871386449576
+---
+
+# Model Trained Using AutoTrain
+
+- Problem type: Multi-class Classification
+- Model ID: 40429105176
+- CO2 Emissions (in grams): 0.8104
+
+## Validation Metrics
+
+- Loss: 0.490
+- Accuracy: 0.847
+- Macro F1: 0.779
+- Micro F1: 0.847
+- Weighted F1: 0.843
+- Macro Precision: 0.784
+- Micro Precision: 0.847
+- Weighted Precision: 0.850
+- Macro Recall: 0.792
+- Micro Recall: 0.847
+- Weighted Recall: 0.847

autotrain-diffusion-emotion-facial-expression-recognition-40429105176/config.json

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+{
+  "_name_or_path": "AutoTrain",
+  "architectures": [
+    "SwinForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "depths": [
+    2,
+    2,
+    6,
+    2
+  ],
+  "drop_path_rate": 0.1,
+  "embed_dim": 96,
+  "encoder_stride": 32,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "angry",
+    "1": "disgust",
+    "2": "fear",
+    "3": "happy",
+    "4": "neutral",
+    "5": "sad",
+    "6": "surprise"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "label2id": {
+    "angry": "0",
+    "disgust": "1",
+    "fear": "2",
+    "happy": "3",
+    "neutral": "4",
+    "sad": "5",
+    "surprise": "6"
+  },
+  "layer_norm_eps": 1e-05,
+  "max_length": 128,
+  "mlp_ratio": 4.0,
+  "model_type": "swin",
+  "num_channels": 3,
+  "num_heads": [
+    3,
+    6,
+    12,
+    24
+  ],
+  "num_layers": 4,
+  "padding": "max_length",
+  "patch_size": 4,
+  "path_norm": true,
+  "problem_type": "single_label_classification",
+  "qkv_bias": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.25.1",
+  "use_absolute_embeddings": false,
+  "window_size": 7
+}

autotrain-diffusion-emotion-facial-expression-recognition-40429105176/gitattributes.txt

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autotrain-diffusion-emotion-facial-expression-recognition-40429105176/preprocessor_config.json

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+{
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "feature_extractor_type": "ViTFeatureExtractor",
+  "image_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "image_processor_type": "ViTImageProcessor",
+  "image_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "resample": 3,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  }
+}

autotrain-diffusion-emotion-facial-expression-recognition-40429105176/pytorch_model.bin

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