Kornia 0.6.2: Face Detections, Bounding Box API, histogram matching, drawing and more.

[edgarriba]

🚀 [0.6.2] - 2021-12-03

🆕 New Features

• Add face detection API (add face detection API #1469)
• Add ObjectDetectorTrainer (Add ObjectDetectorTrainer #1414)
• Add container operation weights and OneOf documentation (Added container operation weights and OneOf documentation #1443)
• Add oriented contraint check to Homography RANSAC (Adds oriented contraint check to Homography RANSAC #1453)
• Add background color selection in warp_perspective (Add background color selection in warp_perspective #1452)
• Add draw_line image utility (Add draw_line image utility #1456)
• Add Bounding Boxes API (Add boxes V2 as discussed in #1142 (superseed #1177) #1304)
• Add histogram_matching functionality (Add histogram_matching functionality  #1395)

🐞 Bug fixes

• fix catch type for torch.svd error (fix catch type for torch.svd error #1431)
• Fix for nested AugmentationSequential containers (Fix for nested AugmentationSequential containers #1467)
• Use common bbox format xywh (Use common bbox format xywh in DataKey #1472)

❗ Changes

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

⚡ Improvements

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

👩‍💻 👨‍💻 We would like to thank all contributors for this new release !
@ducha-aiki @edgarriba @chinhsuanwu @chinhsuanwu @dobosevych @shijianjian @rvorias @rvorias @fmiotello @hal-314 @trysomeway @miquelmarti @calmdown13 @twsl Abdelrhman-Hosny

If we forgot someone let us know 😎

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This discussion was created from the release Kornia 0.6.2: Face Detections, Bounding Box API, histogram matching, drawing and more..