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hugging-face-vision-trainer

Enables training and fine-tuning of vision models on Hugging Face for tasks like detection and segmentation without local GPU setup.

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Security score

The hugging-face-vision-trainer skill was audited on May 15, 2026 and we found 16 security issues across 1 threat category. Review the findings below before installing.

Categories Tested

Security Issues

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42- Hugging Face Account with [Pro](https://hf.co/pro), [Team](https://hf.co/enterprise), or [Enterprise](https://hf.co/enterprise) plan (Jobs require paid plan)
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1883. **Report** the job ID (from `.id` attribute), monitoring URL, Trackio dashboard (`https://huggingface.co/spaces/{username}/trackio`), expected time, and estimated cost.
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317Dashboard at: `https://huggingface.co/spaces/{username}/trackio`
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583- [Transformers Object Detection Guide](https://huggingface.co/docs/transformers/tasks/object_detection)
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584- [Transformers Image Classification Guide](https://huggingface.co/docs/transformers/tasks/image_classification)
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585- [DETR Model Documentation](https://huggingface.co/docs/transformers/model_doc/detr)
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586- [ViT Model Documentation](https://huggingface.co/docs/transformers/model_doc/vit)
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587- [HF Jobs Guide](https://huggingface.co/docs/huggingface_hub/guides/jobs) — Main Jobs documentation
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588- [HF Jobs Configuration](https://huggingface.co/docs/hub/en/jobs-configuration) — Hardware, secrets, timeouts, namespaces
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589- [HF Jobs CLI Reference](https://huggingface.co/docs/huggingface_hub/guides/cli#hf-jobs) — Command line interface
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590- [Object Detection Models](https://huggingface.co/models?pipeline_tag=object-detection)
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591- [Image Classification Models](https://huggingface.co/models?pipeline_tag=image-classification)
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592- [SAM2 Model Documentation](https://huggingface.co/docs/transformers/model_doc/sam2)
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593- [SAM Model Documentation](https://huggingface.co/docs/transformers/model_doc/sam)
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594- [Object Detection Datasets](https://huggingface.co/datasets?task_categories=task_categories:object-detection)
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595- [Image Classification Datasets](https://huggingface.co/datasets?task_categories=task_categories:image-classification)
Scanned on May 15, 2026
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