data-augmentation topic
tiger
Open Source LLM toolkit to build trustworthy LLM applications. TigerArmor (AI safety), TigerRAG (embedding, RAG), TigerTune (fine-tuning)
Unets
Implemenation of UNets for Lung Segmentation
improved-bagan-gp
Generate high quality images for each class even with an imbalanced dataset. An improved version of Balancing GAN.
Retinal-Vessel-Segmentation
Retinal Vessel Segmentation using U-Net architecture. DRIVE and STARE datasets are used.
sotastream
A library for data streaming and augmentation
DISC
Discover and Cure: Concept-aware Mitigation of Spurious Correlation (ICML 2023)
Adversarial-AutoMixup
Official PyTorch(MMCV) implementation of “Adversarial AutoMixup” (ICLR 2024 spotlight)
AutoMix
[ECCV 2022 Oral] AutoMix: Unveiling the Power of Mixup for Stronger Classifiers
AUGMENTATION_GAN
GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in COVID-19 Classification
Data-Augmentation-for-Semantic-Segmentation-Dataset
A simple code to apply data augmentation to your semantic segmentation dataset and then use it train your model.