New library for #DataAugmentation: SOLT.
Supports various transformations for images, masks, targets and landmarks. Fast and easy-to-use library useful in #ComputerVision and #DeepLearning
Link: https://github.com/MIPT-Oulu/solt .
Supports various transformations for images, masks, targets and landmarks. Fast and easy-to-use library useful in #ComputerVision and #DeepLearning
Link: https://github.com/MIPT-Oulu/solt .
GitHub
GitHub - MIPT-Oulu/solt: Streaming over lightweight data transformations
Streaming over lightweight data transformations. Contribute to MIPT-Oulu/solt development by creating an account on GitHub.
Data Science by ODS.ai 🦜
New library for #DataAugmentation: SOLT. Supports various transformations for images, masks, targets and landmarks. Fast and easy-to-use library useful in #ComputerVision and #DeepLearning Link: https://github.com/MIPT-Oulu/solt .
Top #Kaggle masters are releasing image augmentation library v0.1.1 with an extended bounding box support.
Guthub: https://github.com/albu/albumentations/releases/tag/v0.1.1
#cv #dl #dataaugmentation
Guthub: https://github.com/albu/albumentations/releases/tag/v0.1.1
#cv #dl #dataaugmentation
GitHub
Release Extended bounding boxes support. New transformations. New notebooks with examples. A lot of bugfixes. · albumentations…
Bounding boxes support
Transformations that support bounding boxes
The main change in this release is the addition of the operations on bounding boxes to the
Flip
VerticalFlip
HorizontalFlip
Trans...
Transformations that support bounding boxes
The main change in this release is the addition of the operations on bounding boxes to the
Flip
VerticalFlip
HorizontalFlip
Trans...
Astrologers proclaimed month of #dataaugmentation since #GoogleAI released AutoAugment library — reinforcement learning algorithm which increases both the amount and diversity of existing data by finding optimal image augmentation policies.
Link: https://ai.googleblog.com/2018/06/improving-deep-learning-performance.html
Arxiv: https://arxiv.org/abs/1805.09501
Link: https://ai.googleblog.com/2018/06/improving-deep-learning-performance.html
Arxiv: https://arxiv.org/abs/1805.09501
research.google
Improving Deep Learning Performance with AutoAugment
Posted by Ekin Dogus Cubuk, Google AI Resident and Barret Zoph, Research Scientist, Google Brain Team The success of deep learning in computer vi...
👍1