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…ng to get an image tile from a slide via indexing and the image tile is invalid (e.g. out of bounds; corrupted; etc)
- Fix progress bar updating during bag generation
- Add `show_progress` keyword argument for the feature extractor `tfrecord_inference()` method, for optionally displaying a progress bar.
- Add new `run_batched_inference()` method to pytorch feature extractors, used for generating features from a large tensor dataset of images.
- When generating features (using a feature extractor) from a loaded pytorch tensor of images, add a new `batch_size` argument that runs batch inference, decreasing memory requirements:
```
ctranspath = sf.build_feature_extractor('ctranspath')
images = torch.load(...)
features = ctranspath(images, batch_size=32)
```
- When detecting microns-per-pixel information from TIFF metadata, recognize the singular form of units (centimeter, millimeter, micrometer) in addition to the plural form.
Update docker hub address
- Fix stats unit tests
- Update torch dockerfile to torch 3.0.1 and libvips 8.15 - Add welcome script to print slideflow version information upon container start
- Add error handling for slide with invalid ROIs in `TileMaskDataset` - Allow filter_method if 'all'/'none'/None
Add features
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