Vladimir Iglovikov

icon company Albumentations.AI icon location San Francisco icon location Founder and CEO at Albumentations.AI, Ph.D. in Physics., Kaggle GrandMaster

Results 193 issues of Vladimir Iglovikov

[New feature] Add apply_to_images to Blur

enhancement
good first issue

[New feature] Add apply_to_images to CLAHE

enhancement
good first issue

[New feature] Add apply_to_images to AutoContrast

enhancement
good first issue

[New feature] Add `apply_to_images` to `AdvancedBlur`

enhancement
good first issue

[New feature] Add `apply_to_images` to `AdditiveNoise`

enhancement
good first issue

[Speed up] Speed up Elastic

2 comment

Benchmark shows that `imgaug` has faster Elastic implementations => need to learn from it and fix.

Speed Improvements

[New transform] GridShuffle3D

We can do in 3D similar things as GridShuffle, but in 3D

enhancement
good first issue

[Speed up] PlasmaShadow

Benchmark shows that `kornia` has faster `PlasmaShadow` implementation => need to learn from it and fix.

Speed Improvements

[Feature Request] Add support for obb format for bounding boxes.

Add support for oriented bounding boxes. https://docs.ultralytics.com/datasets/obb/

enhancement

[Feature Request] Limit application to Brightness and Contrast so that it would not push pixel values above 255

Affects: - [x] RandomBrightNessContrast - [ ] HueSaturationValue - [ ] ColorJitter

enhancement