Instructions to use hf-tiny-model-private/tiny-random-PerceiverForImageClassificationLearned with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use hf-tiny-model-private/tiny-random-PerceiverForImageClassificationLearned with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="hf-tiny-model-private/tiny-random-PerceiverForImageClassificationLearned") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForImageClassification tokenizer = AutoTokenizer.from_pretrained("hf-tiny-model-private/tiny-random-PerceiverForImageClassificationLearned") model = AutoModelForImageClassification.from_pretrained("hf-tiny-model-private/tiny-random-PerceiverForImageClassificationLearned", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download preprocessor_config.json from hf-tiny-model-private/tiny-random-PerceiverForImageClassificationLearned: direct link, hf CLI and curl.
- Browser
- Download file 423 Bytes
-
https://huggingface.co/hf-tiny-model-private/tiny-random-PerceiverForImageClassificationLearned/resolve/76d2dfbe1b9fac1f1d14e5e2de847c4f7385399b/preprocessor_config.json
- Command line
-
hf download hf://hf-tiny-model-private/tiny-random-PerceiverForImageClassificationLearned@76d2dfbe1b9fac1f1d14e5e2de847c4f7385399b/preprocessor_config.json
-
curl -L -o preprocessor_config.json https://huggingface.co/hf-tiny-model-private/tiny-random-PerceiverForImageClassificationLearned/resolve/76d2dfbe1b9fac1f1d14e5e2de847c4f7385399b/preprocessor_config.json
423 Bytes
| { | |
| "crop_size": { | |
| "height": 32, | |
| "width": 32 | |
| }, | |
| "do_center_crop": true, | |
| "do_normalize": true, | |
| "do_rescale": true, | |
| "do_resize": true, | |
| "image_mean": [ | |
| 0.485, | |
| 0.456, | |
| 0.406 | |
| ], | |
| "image_processor_type": "PerceiverImageProcessor", | |
| "image_std": [ | |
| 0.229, | |
| 0.224, | |
| 0.225 | |
| ], | |
| "resample": 3, | |
| "rescale_factor": 0.00392156862745098, | |
| "size": { | |
| "height": 32, | |
| "width": 32 | |
| } | |
| } | |