Nanyang Du's repositories
REKCARC-TSC-UHT
清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University
-500-
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
annotated_AI
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Awesome-algorithm-interview
算法工程师(人工智能CV方向)面试问题及相关资料
Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
BESTIE
[CVPR 2022] Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement
CCTSDB
CSUST Chinese Traffic Sign Detection Benchmark
dino
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
MaskDINO
[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"
paper-reading
深度学习经典、新论文逐段精读
Play-Leetcode
My Solutions to Leetcode problems. All solutions support C++ language, some support Java and Python. Multiple solutions will be given by most problems. Enjoy:) 我的Leetcode解答。所有的问题都支持C++语言，一部分问题支持Java语言。近乎所有问题都会提供多个算法解决。大家加油！：）
PlotNeuralNet
Latex code for making neural networks diagrams
plpl
deep learning for image processing including classification and object-detection etc.
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
rloss
Regularized Losses (rloss) for Weakly-supervised CNN Segmentation
SegFormer
Official PyTorch implementation of SegFormer
slimmable_networks
Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019
SoS-WSOD
Salvage of Supervision in Weakly Supervised Object Detection, CVPR 2022
SPE
Official implementation of ECCV2022 paper End-to-End Weakly Supervised Object Detection with Sparse Proposal Evolution
SummerPython
小伙伴计划暑期学习营之Python专场
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
unbox_yolov5_deepsort_counting
yolov5 deepsort 行人 车辆 跟踪 检测 计数
YOLOP
You Only Look Once for Panopitic Driving Perception.（https://arxiv.org/abs/2108.11250）