Upload folder using huggingface_hub

README.md

@@ -0,0 +1,42 @@
+
+---
+tags:
+- autotrain
+- image-classification
+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
+datasets:
+- autotrain-beit-base-patch16-224/autotrain-data
+---
+
+# Model Trained Using AutoTrain
+
+- Problem type: Image Classification
+
+## Validation Metrics
+loss: 0.22053596377372742
+
+f1_macro: 0.881587062204185
+
+f1_micro: 0.9269375213383407
+
+f1_weighted: 0.9267500134300362
+
+precision_macro: 0.9520135455160805
+
+precision_micro: 0.9269375213383407
+
+precision_weighted: 0.932072731880276
+
+recall_macro: 0.8425714533291321
+
+recall_micro: 0.9269375213383407
+
+recall_weighted: 0.9269375213383407
+
+accuracy: 0.9269375213383407

checkpoint-14620/config.json

@@ -0,0 +1,104 @@
+{
+  "_name_or_path": "microsoft/beit-base-patch16-224",
+  "_num_labels": 17,
+  "add_fpn": false,
+  "architectures": [
+    "BeitForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "auxiliary_channels": 256,
+  "auxiliary_concat_input": false,
+  "auxiliary_loss_weight": 0.4,
+  "auxiliary_num_convs": 1,
+  "drop_path_rate": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "AadhaarBack",
+    "1": "AadhaarBackMasked",
+    "2": "AadhaarFront",
+    "3": "AadhaarFrontMasked",
+    "4": "AadhaarRegular",
+    "5": "AadhaarRegularMasked",
+    "6": "AadhaarSelfGenerated",
+    "7": "DrivingLicenseNew",
+    "8": "DrivingLicenseOld",
+    "9": "MultipleOVDs",
+    "10": "PanCard",
+    "11": "PassportFirst",
+    "12": "PassportLast",
+    "13": "PassportRegular",
+    "14": "VoterCardBack",
+    "15": "VoterCardFront",
+    "16": "VoterCardRegular"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "AadhaarBack": 0,
+    "AadhaarBackMasked": 1,
+    "AadhaarFront": 2,
+    "AadhaarFrontMasked": 3,
+    "AadhaarRegular": 4,
+    "AadhaarRegularMasked": 5,
+    "AadhaarSelfGenerated": 6,
+    "DrivingLicenseNew": 7,
+    "DrivingLicenseOld": 8,
+    "MultipleOVDs": 9,
+    "PanCard": 10,
+    "PassportFirst": 11,
+    "PassportLast": 12,
+    "PassportRegular": 13,
+    "VoterCardBack": 14,
+    "VoterCardFront": 15,
+    "VoterCardRegular": 16
+  },
+  "layer_norm_eps": 1e-12,
+  "layer_scale_init_value": 0.1,
+  "model_type": "beit",
+  "num_attention_heads": 12,
+  "num_channels": 3,
+  "num_hidden_layers": 12,
+  "out_features": [
+    "stage12"
+  ],
+  "out_indices": [
+    12
+  ],
+  "patch_size": 16,
+  "pool_scales": [
+    1,
+    2,
+    3,
+    6
+  ],
+  "problem_type": "single_label_classification",
+  "reshape_hidden_states": true,
+  "semantic_loss_ignore_index": 255,
+  "stage_names": [
+    "stem",
+    "stage1",
+    "stage2",
+    "stage3",
+    "stage4",
+    "stage5",
+    "stage6",
+    "stage7",
+    "stage8",
+    "stage9",
+    "stage10",
+    "stage11",
+    "stage12"
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.40.1",
+  "use_absolute_position_embeddings": false,
+  "use_auxiliary_head": true,
+  "use_mask_token": false,
+  "use_mean_pooling": true,
+  "use_relative_position_bias": true,
+  "use_shared_relative_position_bias": false,
+  "vocab_size": 8192
+}

checkpoint-14620/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0354cad7959771fb79f4a546cd2461c1a6cb6116b75f3e1a4a03c3a81f3df1a
+size 343126468

checkpoint-14620/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e4517658aad0a52ac92a3c22e4acbaea8ad1b46ce3bbe5ce006de1c7c9185632
+size 686386938

checkpoint-14620/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44470e858a0ee89db9fde986cffff89e6663ae2e9cf1d495799ca40baad1a9aa
+size 14244

checkpoint-14620/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd498bf5d7128a41a34483d59f16ad1689e78179206ea3ae276a42809744b8f5
+size 1064

checkpoint-14620/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98d3c8dc4413e4b3a36b604a83c2aec315196ac03ce365b7018db553b2a35d22
+size 5048

config.json

@@ -0,0 +1,104 @@
+{
+  "_name_or_path": "microsoft/beit-base-patch16-224",
+  "_num_labels": 17,
+  "add_fpn": false,
+  "architectures": [
+    "BeitForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "auxiliary_channels": 256,
+  "auxiliary_concat_input": false,
+  "auxiliary_loss_weight": 0.4,
+  "auxiliary_num_convs": 1,
+  "drop_path_rate": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "AadhaarBack",
+    "1": "AadhaarBackMasked",
+    "2": "AadhaarFront",
+    "3": "AadhaarFrontMasked",
+    "4": "AadhaarRegular",
+    "5": "AadhaarRegularMasked",
+    "6": "AadhaarSelfGenerated",
+    "7": "DrivingLicenseNew",
+    "8": "DrivingLicenseOld",
+    "9": "MultipleOVDs",
+    "10": "PanCard",
+    "11": "PassportFirst",
+    "12": "PassportLast",
+    "13": "PassportRegular",
+    "14": "VoterCardBack",
+    "15": "VoterCardFront",
+    "16": "VoterCardRegular"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "AadhaarBack": 0,
+    "AadhaarBackMasked": 1,
+    "AadhaarFront": 2,
+    "AadhaarFrontMasked": 3,
+    "AadhaarRegular": 4,
+    "AadhaarRegularMasked": 5,
+    "AadhaarSelfGenerated": 6,
+    "DrivingLicenseNew": 7,
+    "DrivingLicenseOld": 8,
+    "MultipleOVDs": 9,
+    "PanCard": 10,
+    "PassportFirst": 11,
+    "PassportLast": 12,
+    "PassportRegular": 13,
+    "VoterCardBack": 14,
+    "VoterCardFront": 15,
+    "VoterCardRegular": 16
+  },
+  "layer_norm_eps": 1e-12,
+  "layer_scale_init_value": 0.1,
+  "model_type": "beit",
+  "num_attention_heads": 12,
+  "num_channels": 3,
+  "num_hidden_layers": 12,
+  "out_features": [
+    "stage12"
+  ],
+  "out_indices": [
+    12
+  ],
+  "patch_size": 16,
+  "pool_scales": [
+    1,
+    2,
+    3,
+    6
+  ],
+  "problem_type": "single_label_classification",
+  "reshape_hidden_states": true,
+  "semantic_loss_ignore_index": 255,
+  "stage_names": [
+    "stem",
+    "stage1",
+    "stage2",
+    "stage3",
+    "stage4",
+    "stage5",
+    "stage6",
+    "stage7",
+    "stage8",
+    "stage9",
+    "stage10",
+    "stage11",
+    "stage12"
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.40.1",
+  "use_absolute_position_embeddings": false,
+  "use_auxiliary_head": true,
+  "use_mask_token": false,
+  "use_mean_pooling": true,
+  "use_relative_position_bias": true,
+  "use_shared_relative_position_bias": false,
+  "vocab_size": 8192
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0354cad7959771fb79f4a546cd2461c1a6cb6116b75f3e1a4a03c3a81f3df1a
+size 343126468

preprocessor_config.json

@@ -0,0 +1,46 @@
+{
+  "_valid_processor_keys": [
+    "images",
+    "segmentation_maps",
+    "do_resize",
+    "size",
+    "resample",
+    "do_center_crop",
+    "crop_size",
+    "do_rescale",
+    "rescale_factor",
+    "do_normalize",
+    "image_mean",
+    "image_std",
+    "do_reduce_labels",
+    "return_tensors",
+    "data_format",
+    "input_data_format"
+  ],
+  "crop_size": {
+    "height": 224,
+    "width": 224
+  },
+  "do_center_crop": false,
+  "do_normalize": true,
+  "do_reduce_labels": false,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_processor_type": "BeitImageProcessor",
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  }
+}

runs/May03_09-52-58_60f4804cf903/events.out.tfevents.1714729978.60f4804cf903.12404.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ed94408c4c7ed7336f302fd9cc4d4aa1eb77097649d54f7db681505e1c8ea75d
-size 126556
+oid sha256:2c2873fd57c499b68fa07fa27e5852969990e63fdfbee37cb191b6e4a27dc146
+size 138293

runs/May03_09-52-58_60f4804cf903/events.out.tfevents.1714731978.60f4804cf903.12404.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:427c257e80e95e4acf326988bcf7979c60d4409f67fe6ac677cd851214900455
+size 921

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98d3c8dc4413e4b3a36b604a83c2aec315196ac03ce365b7018db553b2a35d22
+size 5048

training_params.json

@@ -0,0 +1,27 @@
+{
+    "data_path": "autotrain-beit-base-patch16-224/autotrain-data",
+    "model": "microsoft/beit-base-patch16-224",
+    "username": "Kushagra07",
+    "lr": 5e-05,
+    "epochs": 10,
+    "batch_size": 8,
+    "warmup_ratio": 0.1,
+    "gradient_accumulation": 1,
+    "optimizer": "adamw_torch",
+    "scheduler": "linear",
+    "weight_decay": 0.0,
+    "max_grad_norm": 1.0,
+    "seed": 42,
+    "train_split": "train",
+    "valid_split": "validation",
+    "logging_steps": -1,
+    "project_name": "autotrain-beit-base-patch16-224",
+    "auto_find_batch_size": true,
+    "mixed_precision": "fp16",
+    "save_total_limit": 1,
+    "push_to_hub": true,
+    "evaluation_strategy": "epoch",
+    "image_column": "autotrain_image",
+    "target_column": "autotrain_label",
+    "log": "tensorboard"
+}