Data_augmentation_zoo_for_object_detection
Includes: Learning data augmentation strategies for object detection | GridMask data augmentation | Augmentation for small object detection in Numpy. Use RetinaNet with ResNet-18 to test these methods on VOC and KITTI.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Albumentations | 13,439 |  | 64 | 273 | 9 hours ago | 53 | June 10, 2023 | 391 | mit | Python |
| Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125 | ||||||||||
| Pytorch Toolbelt | 1,458 |  | 1 | 6 | 3 months ago | 27 | June 27, 2022 | 2 | mit | Python |
| PyTorch extensions for fast R&D prototyping and Kaggle farming | ||||||||||
| Random Erasing | 697 | 6 months ago | 11 | apache-2.0 | Python | |||||
| Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST | ||||||||||
| Dataaugmentationforobjectdetection | 609 | 4 years ago | 19 | mit | Jupyter Notebook | |||||
| Data Augmentation For Object Detection | ||||||||||
| Copy Paste Aug | 306 | 3 years ago | 6 | mit | Jupyter Notebook | |||||
| Copy-paste augmentation for segmentation and detection tasks | ||||||||||
| Data_augmentation_zoo_for_object_detection | 186 | 4 years ago | n,ull | Python | ||||||
| Includes: Learning data augmentation strategies for object detection | GridMask data augmentation | Augmentation for small object detection in Numpy. Use RetinaNet with ResNet-18 to test these methods on VOC and KITTI. | ||||||||||
| Kaggle Global Wheat Detection | 104 | 3 years ago | 1 | apache-2.0 | Python | |||||
| 9th Place Solution of Kaggle Global Wheat Detection | ||||||||||
| Deep_utils | 95 | 3 months ago | 83 | December 06, 2023 | 6 | mit | Python | |||
| An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners! | ||||||||||
| Visdrone2018 | 77 | 6 years ago | 4 | Python | ||||||
| ECCV2018(Challenge-Object Detection in Images) | ||||||||||
| Keras Mobile Detectnet | 64 | 5 years ago | 4 | mit | Python | |||||
| Fast Object Detector for the Jetson Nano | ||||||||||
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