Augmentations for Neural Networks. Implementation of Torchvision's transforms using OpenCV and additional augmentations for super-resolution, restoration and image to image translation.
☆26Aug 14, 2021Updated 4 years ago
Alternatives and similar repositories for augmennt
Users that are interested in augmennt are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A mxnet implement of the paper "Beyond a Gaussian Denoiser : Residual Learning of Deep CNN for Image Denoising" for VapourSynth☆14Dec 20, 2017Updated 8 years ago
- Code for training on Imagenet to SOTA results using PyTorch☆13Aug 14, 2023Updated 2 years ago
- Edge Restoration Quality Assessment☆40Mar 29, 2022Updated 3 years ago
- Official implementation of the paper "Normalization-Equivariant Neural Networks with Application to Image Denoising" (NeurIPS'23)☆14Jun 27, 2025Updated 8 months ago
- Adam with minor modifications which give significant improvement☆19Aug 20, 2021Updated 4 years ago
- LV Volumes Prediction based on Multi-views Fusion CNN☆10Dec 10, 2020Updated 5 years ago
- Official PyTorch code for Flow-based Kernel Prior with Application to Blind Super-Resolution (FKP, CVPR2021)☆149Sep 19, 2021Updated 4 years ago
- Official PyTorch code for Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling (HCFlow, ICCV…☆196Sep 29, 2021Updated 4 years ago
- Efficient Deep Neural Network for Photo-realistic Image Super-Resolution☆51Aug 22, 2022Updated 3 years ago
- ☆66Apr 20, 2021Updated 4 years ago
- ☆32Jun 9, 2025Updated 9 months ago
- kernel Support Correlation Filter (KSCF)☆12Sep 24, 2016Updated 9 years ago
- robust regression loss functions☆17May 20, 2018Updated 7 years ago
- Graphic User Interface for Deep learning to make it used easily，让深度学习算法触手可及、一键调用☆20Sep 4, 2022Updated 3 years ago
- A Simple framework for image restoration, it includes ECBSR, ELAN and other SOTAs.☆50Nov 13, 2022Updated 3 years ago
- Simultaneous Fidelity and Regularization Learning for Image Restoration (TPAMI 2019)☆38Mar 18, 2020Updated 6 years ago
- Parse command line arguments by defining dataclasses☆13Oct 13, 2024Updated last year
- [ICLR'22] PyTorch code for our paper "Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning"☆29Feb 18, 2023Updated 3 years ago
- The first approach to utilize CNN for image dithering, which is actually non-trivial. This formulation enables us to equip it with extra …☆40Aug 1, 2023Updated 2 years ago
- Code for our ICCV 2017 paper "Higher-order Integration of Hierarchical Convolutional Activations for Fine-grained Visual Categorization"☆13Mar 7, 2018Updated 8 years ago
- Dense Deep Unfolding Network with 3D-CNN Prior for Snapshot Compressive Imaging, ICCV2021 [PyTorch Code]☆31Sep 16, 2021Updated 4 years ago
- Official repository of 3DSRnet (ICIP 2019)☆11Jun 29, 2022Updated 3 years ago
- Deep Location-Specific Tracking☆14Jan 29, 2018Updated 8 years ago
- Super-Resolution by Predicting Offsets: An Ultra-Efficient Super-Resolution Network for Rasterized Images. ECCV 2022. [ Official ]☆21Jul 21, 2022Updated 3 years ago
- Video Rescaling Networks with Joint Optimization Strategies for Downscaling and Upscaling (CVPR 2021)☆47Aug 4, 2021Updated 4 years ago
- PyTorch-based radio-interferometric imaging reconstruction package with scalable Bayesian uncertainty quantification relying on data-driv…☆12Feb 17, 2025Updated last year
- 一个可以直观的看出两张图片区别的组件☆11May 18, 2019Updated 6 years ago
- ☆10Apr 2, 2024Updated last year
- Official implementation of the paper DeFlow: Learning Complex Image Degradations from Unpaired Data with Conditional Flows☆94Aug 23, 2022Updated 3 years ago
- Fast Image Restoration with Multi-bin Trainable Linear Units.☆11Dec 23, 2019Updated 6 years ago
- Continuous quality evaluation of ML algorithms via CI/CD and GitHub Actions.☆16Jan 15, 2020Updated 6 years ago
- DynaVSR: Dynamic Adaptive Blind VideoSuper-Resolution☆62Feb 9, 2021Updated 5 years ago
- an official PyTorch implementation of the paper "Partial Network Cloning", CVPR 2023☆13Mar 21, 2023Updated 3 years ago
- ☆22Aug 17, 2023Updated 2 years ago
- Matlab implementation of the IBCCF tracker.☆19May 16, 2018Updated 7 years ago
- Official implementation for the paper "Controlled Sparsity via Constrained Optimization"☆11Aug 10, 2022Updated 3 years ago
- ☆30Mar 19, 2021Updated 5 years ago
- DnCNN implement based on pytorch☆43Apr 20, 2018Updated 7 years ago
- Revisiting RCAN: Improved Training for Image Super-Resolution☆96Jun 3, 2022Updated 3 years ago