Image Classification
Transformers
TensorBoard
Safetensors
swin
Generated from Trainer
Eval Results (legacy)
Instructions to use djbp/swin-tiny-patch4-window7-224-MM_Classification with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use djbp/swin-tiny-patch4-window7-224-MM_Classification with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="djbp/swin-tiny-patch4-window7-224-MM_Classification") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")# pip install -U transformers accelerate # Load model directly from transformers import AutoImageProcessor, AutoModelForImageClassification processor = AutoImageProcessor.from_pretrained("djbp/swin-tiny-patch4-window7-224-MM_Classification") model = AutoModelForImageClassification.from_pretrained("djbp/swin-tiny-patch4-window7-224-MM_Classification", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download preprocessor_config.json from djbp/swin-tiny-patch4-window7-224-MM_Classification: direct link, hf CLI and curl.
- Browser
- Download file 337 Bytes
-
https://huggingface.co/djbp/swin-tiny-patch4-window7-224-MM_Classification/resolve/5a22814248cafaee2f4d4d2e4db36cd218db5011/preprocessor_config.json
- Command line
-
hf download hf://djbp/swin-tiny-patch4-window7-224-MM_Classification@5a22814248cafaee2f4d4d2e4db36cd218db5011/preprocessor_config.json
-
curl -L -o preprocessor_config.json https://huggingface.co/djbp/swin-tiny-patch4-window7-224-MM_Classification/resolve/5a22814248cafaee2f4d4d2e4db36cd218db5011/preprocessor_config.json
337 Bytes
| { | |
| "do_normalize": true, | |
| "do_rescale": true, | |
| "do_resize": true, | |
| "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 | |
| } | |
| } | |