Image Classification
Transformers
TensorBoard
Safetensors
vit
Generated from Trainer
Eval Results (legacy)
Instructions to use Kushagra07/vit-large-patch16-224-finetuned-ind-17-imbalanced-aadhaarmask with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Kushagra07/vit-large-patch16-224-finetuned-ind-17-imbalanced-aadhaarmask with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="Kushagra07/vit-large-patch16-224-finetuned-ind-17-imbalanced-aadhaarmask") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")# Load model directly from transformers import AutoImageProcessor, AutoModelForImageClassification processor = AutoImageProcessor.from_pretrained("Kushagra07/vit-large-patch16-224-finetuned-ind-17-imbalanced-aadhaarmask") model = AutoModelForImageClassification.from_pretrained("Kushagra07/vit-large-patch16-224-finetuned-ind-17-imbalanced-aadhaarmask", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "_name_or_path": "google/vit-large-patch16-224", | |
| "architectures": [ | |
| "ViTForImageClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.0, | |
| "encoder_stride": 16, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.0, | |
| "hidden_size": 1024, | |
| "id2label": { | |
| "0": "AadhaarBack", | |
| "1": "AadhaarBackMasked", | |
| "10": "PanCard", | |
| "11": "PassportFirst", | |
| "12": "PassportLast", | |
| "13": "PassportRegular", | |
| "14": "VoterCardBack", | |
| "15": "VoterCardFront", | |
| "16": "VoterCardRegular", | |
| "2": "AadhaarFront", | |
| "3": "AadhaarFrontMasked", | |
| "4": "AadhaarRegular", | |
| "5": "AadhaarRegularMasked", | |
| "6": "AadhaarSelfGenerated", | |
| "7": "DrivingLicenseNew", | |
| "8": "DrivingLicenseOld", | |
| "9": "MultipleOVDs" | |
| }, | |
| "image_size": 224, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 4096, | |
| "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, | |
| "model_type": "vit", | |
| "num_attention_heads": 16, | |
| "num_channels": 3, | |
| "num_hidden_layers": 24, | |
| "patch_size": 16, | |
| "problem_type": "single_label_classification", | |
| "qkv_bias": true, | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.40.1" | |
| } | |