albumentations-team / autoalbumentLinks
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
☆206Updated 3 years ago
Alternatives and similar repositories for autoalbument
Users that are interested in autoalbument are comparing it to the libraries listed below
Sorting:
- The service for the demonstration of transforms in Albumentations library☆106Updated 10 months ago
- Function to calculate mAP for set of detected boxes and annotated boxes.☆132Updated last year
- Wheat Detection challenge on Kaggle☆86Updated last year
- 9th Place Solution of Kaggle Global Wheat Detection☆145Updated 3 years ago
- Pytorch implementation of Robust Bi-Tempered Logistic Loss Based on Bregman Divergences☆62Updated 5 years ago
- Tool box for PyTorch☆188Updated last month
- Semi-supervised ImageNet1K models☆243Updated 5 years ago
- ☆148Updated 4 years ago
- A GridMixup augmentation, inspired by GridMask and CutMix☆42Updated 4 years ago
- An unstructured set of helper functions☆59Updated 3 years ago
- This is the repository containing team OverFeat's submission to CVPPP 2020's Wheat Detection Challenge (2/2245)☆88Updated 2 years ago
- Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'☆336Updated 4 years ago
- Provides everything needed for high performance data loading and augmentation in pytorch.☆319Updated last year
- A Tensorflow implementation of the DETR object detection architecture.☆62Updated 4 years ago
- Helpers for detectron2☆40Updated 5 years ago
- Official PyTorch implementation of the paper: "Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results" (2022)☆193Updated 2 years ago
- Bounding box augmentations for Pytorch☆122Updated 4 years ago
- Custom image data generator for TF Keras that supports the modern augmentation module albumentations☆86Updated 2 years ago
- PyTorch implementations of `BatchSampler` that under/over sample according to a chosen parameter alpha, in order to create a balanced tra…☆85Updated 5 years ago
- The 4th Place Solution of SIIM-ACR Pneumothorax Segmentation☆66Updated 5 years ago
- SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data (AAAI 2021)☆128Updated 4 years ago
- PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne). Oth…☆326Updated 2 months ago
- Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)☆475Updated 5 months ago
- (ICCV 2021 Oral) CoaT: Co-Scale Conv-Attentional Image Transformers☆231Updated 3 years ago
- One cycle policy learning rate scheduler in PyTorch☆46Updated 6 years ago
- ☆342Updated last year
- Cut and paste augmentation for object detection and instance segmentation☆141Updated 3 years ago
- Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models☆451Updated 3 years ago
- Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".☆159Updated 4 years ago
- Unofficial PyTorch Implementation of EvoNorm☆122Updated 3 years ago