janetwise's repositories
albumentations
Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/
annotated_deep_learning_paper_implementations
🧑🏫 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, etc. 🧠
awesome-anomaly-detection
A curated list of awesome anomaly detection resources
Awesome-person-re-identification
Awesome Person Re-identification
Awesome-Self-Supervised-Papers
Paper bank for Self-Supervised Learning
Awesome-Visual-Transformer
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
benchmark_results
Visual Tracking Paper List
CenterNet2
Two-stage CenterNet
cs231n.github.io
Public facing notes page
CVPR2021-Paper-Code-Interpretation
cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
DOTA-DOAI
This repo is the codebase for our team to participate in DOTA related competitions, including rotation and horizontal detection.
gen-efficientnet-pytorch
Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
lucid
A collection of infrastructure and tools for research in neural network interpretability.
ml-interviews-book
https://huyenchip.com/ml-interviews-book/
ML2022-Spring
**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring
mmocr
OpenMMLab Text Detection, Recognition and Understanding Toolbox
PaDiM-Anomaly-Detection-Localization-master
This is an unofficial implementation of the paper “PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization”.
piou
piou loss and Retail50K dataset
PlotNeuralNet
Latex code for making neural networks diagrams
pytorch-grad-cam
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
pytracking
Visual tracking library based on PyTorch.
rlpyt
Reinforcement Learning in PyTorch
rotate-yolov3
Arbitrary oriented object detection implemented with yolov3 (attached with some tricks).
supervisely
AI for everyone! :tada: Neural networks, tools and a library we use in Supervisely
vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/