Upload folder using huggingface_hub

README.md

@@ -0,0 +1,24 @@
+
+---
+tags:
+- autotrain
+- transformers
+- image-classification
+base_model: google/vit-base-patch16-224
+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:
+- Asseh/Vehicle_Classification
+---
+
+# Model Trained Using AutoTrain
+
+- Problem type: Image Classification
+
+## Validation Metrics
+No validation metrics available

config.json

@@ -0,0 +1,37 @@
+{
+  "_name_or_path": "google/vit-base-patch16-224",
+  "_num_labels": 4,
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "Bus",
+    "1": "Car",
+    "2": "Truck",
+    "3": "motorcycle"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Bus": 0,
+    "Car": 1,
+    "Truck": 2,
+    "motorcycle": 3
+  },
+  "layer_norm_eps": 1e-12,
+  "model_type": "vit",
+  "num_attention_heads": 12,
+  "num_channels": 3,
+  "num_hidden_layers": 12,
+  "patch_size": 16,
+  "problem_type": "single_label_classification",
+  "qkv_bias": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.48.0"
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cca82a4bc05d54d97831bab80689570353f686d289843551f65a083a793b0d1f
+size 343230128

preprocessor_config.json

@@ -0,0 +1,23 @@
+{
+  "do_convert_rgb": null,
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_processor_type": "ViTImageProcessor",
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  }
+}

runs/Jan04_14-40-17_r-sioood-autotrain-advanced-4zbvka12-0a332-w6sxz/events.out.tfevents.1767537619.r-sioood-autotrain-advanced-4zbvka12-0a332-w6sxz.62.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:33ab45f827743660a200fada06271b1200996e32d89f029d7b26b597c78f71d5
-size 8122
+oid sha256:1ab59334cab70a5ffc23ddb976da3fe5d167275f3665c56f7bee776696455e12
+size 8687

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:53bce22ee3e3e14561ada7e90cba1b3c6e2e15fee105561205a5d361bf1ec2c4
+size 5368

training_params.json

@@ -0,0 +1,29 @@
+{
+    "data_path": "Asseh/Vehicle_Classification",
+    "model": "google/vit-base-patch16-224",
+    "username": "Sioood",
+    "lr": 5e-05,
+    "epochs": 3,
+    "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": null,
+    "logging_steps": -1,
+    "project_name": "autotrain-vehicle-classification-test",
+    "auto_find_batch_size": false,
+    "mixed_precision": "fp16",
+    "save_total_limit": 1,
+    "push_to_hub": true,
+    "eval_strategy": "epoch",
+    "image_column": "image",
+    "target_column": "label",
+    "log": "tensorboard",
+    "early_stopping_patience": 5,
+    "early_stopping_threshold": 0.01
+}