Instructions to use trouvaille-k/FL-Invasive-Bird-Detector with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use trouvaille-k/FL-Invasive-Bird-Detector with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="trouvaille-k/FL-Invasive-Bird-Detector") 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("trouvaille-k/FL-Invasive-Bird-Detector") model = AutoModelForImageClassification.from_pretrained("trouvaille-k/FL-Invasive-Bird-Detector") - Notebooks
- Google Colab
- Kaggle
| { | |
| "_name_or_path": "google/vit-base-patch16-224-in21k", | |
| "architectures": [ | |
| "ViTForImageClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.0, | |
| "encoder_stride": 16, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.0, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "European%20Starling%20-%20Invasive", | |
| "1": "Feral_pigeon%20%281%29", | |
| "2": "House%20sparrow%20%28Passer%20domesticus%29", | |
| "3": "Muscovy%20Duck", | |
| "4": "Non-invasive", | |
| "5": "bulbul", | |
| "6": "peacock" | |
| }, | |
| "image_size": 224, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "European%20Starling%20-%20Invasive": "0", | |
| "Feral_pigeon%20%281%29": "1", | |
| "House%20sparrow%20%28Passer%20domesticus%29": "2", | |
| "Muscovy%20Duck": "3", | |
| "Non-invasive": "4", | |
| "bulbul": "5", | |
| "peacock": "6" | |
| }, | |
| "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": "4.30.2" | |
| } | |