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

🚀 [0.6.2] - 2021-12-03

🆕 New Features

• Add face detection API (#1469)
• Add ObjectDetectorTrainer (#1414)
• Add container operation weights and OneOf documentation (#1443)
• Add oriented contraint 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)

🐞 Bug fixes

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

❗ Changes

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

⚡ 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)

👩‍💻 👨‍💻 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 😎