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amyeroberts
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vit-base-beans

Image Classification
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PyTorch
TensorFlow
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timm_wrapper
vision
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amyeroberts commited on
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Training in progress, epoch 1

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Files changed (5) hide show
  1. config.json +46 -17
  2. model.safetensors +3 -0
  3. preprocessor_config.json +61 -19
  4. runs/Sep30_20-11-09_Amys-MBP-2.communityfibre.co.uk/events.out.tfevents.1727723476.Amys-MBP-2.communityfibre.co.uk.11627.0 +3 -0
  5. training_args.bin +2 -2
config.json CHANGED
@@ -1,35 +1,64 @@
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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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  "finetuning_task": "image-classification",
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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": "angular_leaf_spot",
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  "1": "bean_rust",
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  "2": "healthy"
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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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  "angular_leaf_spot": "0",
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  "bean_rust": "1",
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  "healthy": "2"
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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": "4.27.0.dev0"
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  }
 
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  {
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+ "_name_or_path": "timm/resnet18.a1_in1k",
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+ "architecture": "resnet18",
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  "architectures": [
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+ "TimmWrapperForImageClassification"
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  ],
 
 
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  "finetuning_task": "image-classification",
 
 
 
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  "id2label": {
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  "0": "angular_leaf_spot",
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  "1": "bean_rust",
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  "2": "healthy"
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  },
 
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  "initializer_range": 0.02,
 
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  "label2id": {
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  "angular_leaf_spot": "0",
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  "bean_rust": "1",
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  "healthy": "2"
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  },
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+ "model_name": "timm/resnet18.a1_in1k",
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+ "model_type": "timm_wrapper",
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+ "num_classes": 1000,
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+ "num_features": 512,
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+ "pretrained_cfg": {
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+ "classifier": "fc",
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+ "crop_mode": "center",
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+ "crop_pct": 0.95,
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+ "custom_load": false,
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+ "first_conv": "conv1",
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+ "fixed_input_size": false,
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+ "input_size": [
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+ 3,
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+ 224,
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+ "interpolation": "bicubic",
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+ "mean": [
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+ 0.485,
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+ 0.456,
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+ 0.406
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+ "num_classes": 1000,
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+ "origin_url": "https://github.com/huggingface/pytorch-image-models",
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+ "paper_ids": "arXiv:2110.00476",
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+ "pool_size": [
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+ "std": [
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+ 0.229,
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+ 0.225
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+ "tag": "a1_in1k",
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+ 3,
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+ 288,
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+ 288
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+ },
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  "problem_type": "single_label_classification",
 
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  "torch_dtype": "float32",
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+ "transformers_version": "4.46.0.dev0"
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  }
model.safetensors ADDED
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preprocessor_config.json CHANGED
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  {
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- "do_resize": true,
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- "image_mean": [
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- 0.5,
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- 0.5,
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- ],
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- "image_processor_type": "ViTImageProcessor",
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- "resample": 2,
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- "rescale_factor": 0.00392156862745098,
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- "size": {
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- "height": 224,
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- "width": 224
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ "architecture": "resnet18",
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+ "data_config": {
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+ "crop_mode": "center",
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+ 0.406
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+ "num_features": 512,
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+ "pretrained_cfg": {
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+ "classifier": "fc",
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+ "crop_mode": "center",
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+ "crop_pct": 0.95,
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+ "custom_load": false,
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+ "first_conv": "conv1",
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+ "fixed_input_size": false,
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+ 3,
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+ 224,
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+ "mean": [
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+ 0.485,
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+ 0.456,
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+ 0.406
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+ "num_classes": 1000,
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+ "origin_url": "https://github.com/huggingface/pytorch-image-models",
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+ "paper_ids": "arXiv:2110.00476",
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+ "pool_size": [
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+ 7,
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+ "std": [
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+ 0.229,
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+ "tag": "a1_in1k",
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+ "test_crop_pct": 1.0,
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+ "test_input_size": [
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+ 3,
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+ 288,
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+ 288
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+ ]
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  }
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  }
runs/Sep30_20-11-09_Amys-MBP-2.communityfibre.co.uk/events.out.tfevents.1727723476.Amys-MBP-2.communityfibre.co.uk.11627.0 ADDED
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