CrazyVertigo / awesome-data-augmentationLinks
This is a list of awesome methods about data augmentation.
☆791Updated 4 years ago
Alternatives and similar repositories for awesome-data-augmentation
Users that are interested in awesome-data-augmentation are comparing it to the libraries listed below
Sorting:
- pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...☆754Updated 4 years ago
- experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN a…☆730Updated 6 years ago
- Lists the papers related to imbalance problems in object detection [TPAMI]☆1,129Updated 3 years ago
- CV 论文笔记☆716Updated 3 years ago
- Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.☆1,245Updated 2 years ago
- mmdetection源码注释☆660Updated 4 years ago
- convert dataset to coco/voc format☆1,110Updated 3 years ago
- SimpleAICV:pytorch training and testing examples.☆434Updated 2 months ago
- mmdetection最小学习版☆1,096Updated 3 years ago
- A PyTorch implementation of WS-DAN (Weakly Supervised Data Augmentation Network) for FGVC (Fine-Grained Visual Classification)☆409Updated 5 years ago
- In this project, we focus on collection the anchor free object detection paper or code.☆389Updated 4 years ago
- PyTorch implementation of EfficientNetV2 family☆477Updated 3 years ago
- Train the HRNet model on ImageNet☆1,019Updated 3 years ago
- yolov3 with mobilenet v2 and ASFF☆1,068Updated 3 years ago
- DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution☆1,143Updated 3 years ago
- Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection, CVPR, Oral, 2020☆1,084Updated 4 years ago
- a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results☆866Updated 4 years ago
- The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition☆667Updated 2 years ago
- A Simple pytorch implementation of GradCAM and GradCAM++☆382Updated 6 years ago
- Destruction and Construction Learning for Fine-grained Image Recognition☆592Updated 5 years ago
- various cv tools, such as label tools, data augmentation, label conversion, etc.☆431Updated 3 years ago
- 🛠 Toolbox to extend PyTorch functionalities☆421Updated last year
- Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST☆732Updated last year
- label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful☆2,245Updated 8 months ago
- Official Pytorch implementation of CutMix regularizer☆1,240Updated 4 years ago
- An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.☆590Updated 4 years ago
- PyTorch DataLoaders implemented with DALI for accelerating image preprocessing☆882Updated 5 years ago
- 2020-2021年计算机视觉综述论文分方向整理☆455Updated 3 years ago
- ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks☆845Updated 2 years ago
- (CVPR 2021 Oral) Open World Object Detection☆1,057Updated 2 years ago