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imbalanced-semi-self

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

interview_internal_reference

2021年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

learnopencv

Learn OpenCV : C++ and Python Examples

learn_opencv

opencv的一些基础的图像处理的方法

leetcode-py

⛽️「算法通关手册」，超详细的「算法与数据结构」基础讲解教程，「LeetCode」650+ 道题目 Python 版的详细解析。通过「算法理论学习」和「编程实战练习」相结合的方式，从零基础到彻底掌握算法知识。

libtorchsegmentation

A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

linfer

基于TensorRT的C++高性能推理库，Yolov10, YoloPv2，Yolov5/7/X/8，RT-DETR，单目标跟踪OSTrack、LightTrack。

llm-viz

3D Visualization of an GPT-style LLM

medical-data

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mobilepose-pytorch

Light-weight Single Person Pose Estimator

nnunet

python

All Algorithms implemented in Python

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-tutorial-2nd

《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

pytorchinsight

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

pytorch_lmdb_imagenet

Use lmdb to speed up imagenet dataset

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

pytorch_yolov4_deepsort

YOLOv4 and Deepsort

real-esrgan

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

sa-net

Code for our ICASSP 2021 paper: SA-Net: Shuffle Attention for Deep Convolutional Neural Networks

sam-tool

利用Segment Anything(SAM)模型进行快速标注

senet.pytorch

PyTorch implementation of SENet

simpleitk-notebooks

Jupyter notebooks for learning how to use SimpleITK

slambook2

edition 2 of the slambook

some_codes

ssl4mis

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.