albumentations-team / autoalbument
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
☆202Updated 3 years ago
Alternatives and similar repositories for autoalbument:
Users that are interested in autoalbument are comparing it to the libraries listed below
- The service for the demonstration of transforms in Albumentations library☆105Updated 6 months ago
- Function to calculate mAP for set of detected boxes and annotated boxes.☆131Updated 7 months ago
- Wheat Detection challenge on Kaggle☆85Updated last year
- 9th Place Solution of Kaggle Global Wheat Detection☆144Updated 3 years ago
- Pytorch implementation of Robust Bi-Tempered Logistic Loss Based on Bregman Divergences☆62Updated 5 years ago
- A GridMixup augmentation, inspired by GridMask and CutMix☆42Updated 4 years ago
- Cut and paste augmentation for object detection and instance segmentation☆136Updated 3 years ago
- ☆147Updated 3 years ago
- This is the repository containing team OverFeat's submission to CVPPP 2020's Wheat Detection Challenge (2/2245)☆87Updated last year
- A Tensorflow implementation of the DETR object detection architecture.☆62Updated 3 years ago
- Bounding box augmentations for Pytorch☆122Updated 4 years ago
- PyTorch implementations of `BatchSampler` that under/over sample according to a chosen parameter alpha, in order to create a balanced tra…☆84Updated 5 years ago
- Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'☆333Updated 3 years ago
- NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/☆347Updated 11 months ago
- Mean Average Precision for Object Detection☆194Updated last year
- Copy-paste augmentation for segmentation and detection tasks☆550Updated 3 years ago
- SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data (AAAI 2021)☆129Updated 4 years ago
- This is the official implementation of TrivialAugment and a mini-library for the application of multiple image augmentation strategies in…☆154Updated last year
- Helpers for detectron2☆40Updated 4 years ago
- Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)☆471Updated last month
- Keras implementation of Normalizer-Free Networks and SGD - Adaptive Gradient Clipping☆69Updated 3 years ago
- ☆157Updated last year
- Tool box for PyTorch☆186Updated 9 months ago
- a Ready-to-use PyTorch Extension of Unofficial CutMix Implementations with more improved performance.☆167Updated 2 years ago
- Localization of thoracic abnormalities model based on VinBigData (top 1%)☆43Updated 3 years ago
- A PyTorch implementation of "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks".☆112Updated 2 months ago
- Unofficial PyTorch Implementation of EvoNorm☆121Updated 3 years ago
- DETR - Faster RCNN implementation in tensorflow 2☆54Updated 2 years ago
- Custom image data generator for TF Keras that supports the modern augmentation module albumentations☆86Updated 2 years ago
- Anchor optimization for RetinaNet.☆116Updated 4 years ago