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Kornia v0.6.2 Release Notes

Release Date: 2021-12-03 // over 2 years ago

  • :new: New Features

    • ➕ Add face detection API (#1469)
    • ➕ Add ObjectDetectorTrainer (#1414)
    • ➕ Add container operation weights and OneOf documentation (#1443)
    • ➕ Add oriented constraint check to Homography RANSAC (#1453)
    • ➕ Add background color selection in warp_perspective (#1452)
    • ➕ Add draw_line image utility (#1456)
    • ➕ Add Bounding Boxes API (#1304)
    • ➕ Add histogram_matching functionality (#1395)

    🛠 :lady_beetle: Bug fixes

    • 🛠 fix catch type for torch.svd error (#1431)
    • 🛠 Fix for nested AugmentationSequential containers (#1467)
    • 👉 Use common bbox format xywh (#1472)
    • 🛠 Fix motion blur kernel size bug for larger random generator ranges (#1540)

    :exclamation: Changes

    • ➕ Add padding_mode for RandomElasticTransform augmentation (#1439)
    • 🔦 Expose inliers sum to HomographyTracker (#1463)

    :zap: Improvements

    • Switch to one-way error RANSAC for speed-up (#1454)
    • Few improvements on homography tracking (#1434)
    • ✅ Enable all bandit tests, add separate hook for tests (#1437)
    • Merge homography_warp to warp_perspective (#1438)
    • 🔨 Random generator refactor (#1459)