Update model weights
#5
by bw4sz - opened
- README.md +6 -8
- config.json +4 -0
- model.safetensors +2 -2
README.md
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license: mit
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tags:
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Using over 250,000 annotations from 13 projects from around the world, we develop a general bird detection model that achieves over 65% recall and 50% precision on novel aerial data without any local training despite differences in species, habitat, and imaging methodology. Fine-tuning this model with only 1000 local annotations increases these values to an average of 84% recall and 69% precision by building on the general features learned from other data sources.
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>
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---
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tags:
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- model_hub_mixin
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- pytorch_model_hub_mixin
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This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin) integration:
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- Code: [More Information Needed]
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- Paper: [More Information Needed]
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- Docs: [More Information Needed]
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config.json
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{
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"config_args": null,
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"config_file": "deepforest_config.yml",
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"existing_train_dataloader": null,
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"existing_val_dataloader": null,
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"label_dict": {
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"Bird": 0
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},
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"model": null,
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"num_classes": 1,
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"transforms": null
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}
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"config_args": null,
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"config_file": "deepforest_config.yml",
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"detections_per_img": 300,
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"existing_train_dataloader": null,
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"existing_val_dataloader": null,
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"label_dict": {
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"Bird": 0
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},
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"model": null,
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"nms_thresh": 0.05,
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"num_classes": 1,
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"score_thresh": 0.25,
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"topk_candidates": 1000,
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"transforms": null
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:00efa0075cd38ddba1f4b26053394ff99961ce2e052cce2ec77633e4eb4fcf6c
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size 129048172
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