Enhanced training scripts#43
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…pdate environment configs
…enhanced-training-scripts
- Introduced augmentation scripts for saving augmented samples and handling new wrapper transforms. - Added evaluation script to calculate model metrics with robust checkpoint handling. - Updated dataset sanitization steps for improved bounding box validation and filtering. - Enhanced model utility functions for safer checkpoint loading and SyncBatchNorm conversions. - Updated `.gitignore` for new output directories.
Add step to install openCV on macOS in CI workflow.
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This update implements changes and improvements to the process of training models for AlveolEye, making it easier to train custom models. Training is implemented to work across multiple GPUs for speed. Additional scripts are included for generation of figures for the manuscript.