Pixel Masks Annotations

[kozlov721]

• Added support for using pixel mask annotations for segmentations
  • Masks are internally transformed to RLE format

Example:

def generator():
    mask = np.zeros((256, 256))
    yield {
        "file": file,
        "annotation": {
            "type": "mask",
            "class": "person",
            "mask": mask,
        }
    }    

[github-actions]

Test Results

  1 files    1 suites   14m 30s ⏱️
 97 tests  97 ✅ 0 💤 0 ❌
109 runs  109 ✅ 0 💤 0 ❌

Results for commit 813895a.

♻️ This comment has been updated with latest results.

[github-actions]

☂️ Python Coverage

current status: ✅

Overall Coverage

Lines	Covered	Coverage	Threshold	Status
3561	2954	83%	0%	🟢

New Files

No new covered files...

Modified Files

File	Coverage	Status
luxonis_ml/data/datasets/annotation.py	91%	🟢
luxonis_ml/data/datasets/luxonis_dataset.py	86%	🟢
luxonis_ml/data/parsers/segmentation_mask_directory_parser.py	98%	🟢
luxonis_ml/data/parsers/solo_parser.py	78%	🟢
TOTAL	88%	🟢

updated for commit: 813895a by action🐍

[klemen1999]

Other than the comment LGTM