The Agent Skills Directory

[EXTERNAL_DOWNLOADS]: The skill facilitates the download of pre-trained deep learning models, such as HoVer-Net and HACTNet, used for nucleus detection and classification in pathology images.
[EXTERNAL_DOWNLOADS]: The documentation includes instructions for fetching and managing large datasets via standard bioinformatics and cloud tools, such as DVC (Data Version Control) and S3 storage.
[DATA_EXFILTRATION]: The SegmentMIFRemote transform provides a documented feature to send image data to the DeepCell cloud API (deepcell.org) for processing. This service is a well-known scientific platform for cellular image analysis and the communication is an intended part of the toolkit's functionality.
[COMMAND_EXECUTION]: The skill utilizes distributed computing through Dask and PyTorch Lightning to execute image processing and model training tasks across multiple worker nodes or GPUs. These operations are standard for handling the high computational demands of whole-slide image analysis.

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