tianyi's repositories
bilibli_notes2
攻城狮之家B站视频课程课件合集2，1号仓库https://github.com/JokerJohn/bilibili_notes.git
cmder
Lovely console emulator package for Windows
cocoapi
Clone of COCO API - Dataset @ http://cocodataset.org/ - with changes to support Windows build and python3
darknet
Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)
DeepLearning-500-questions
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
Evolutionary-Algorithm
Evolutionary Algorithm using Python
IT_book
本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）
kmeans-anchor-boxes
k-means clustering with the Intersection over Union (IoU) metric as described in the YOLO9000 paper
network-slimming
Network Slimming (Pytorch) (ICCV 2017)
pytorch-memonger
Sublinear memory optimization for deep learning. https://arxiv.org/abs/1604.06174
pytorch-slimming
Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.
PyTorch-Tutorial
Build your neural network easy and fast
pytorch-yolo-v3
A PyTorch implementation of the YOLO v3 object detection algorithm
PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
resnet_lstm_Urban_Region_Function_Classification
a sample code for 2019 The 5th Baidu & XJTU Big Data Contest The First IKCEST “The Belt and Road” International Big Data Contest
rethinking-network-pruning
Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)
SlimYOLOv3
This page is for the SlimYOLOv3: Narrower, Faster and Better for UAV Real-Time Applications
Tensorflow-Tutorial
Tensorflow tutorial from basic to hard
TorchSnooper
Debug PyTorch code using PySnooper
tutorials
机器学习相关教程
yolov3
YOLOv3 in PyTorch > ONNX > CoreML > iOS
YOLOv3-model-pruning
对 YOLOv3 做模型剪枝（network slimming），对于 oxford hand 数据集（因项目需要），模型剪枝后的参数量减少 80%，Infer 的速度达到原来 2 倍，mAP 基本不变
yolov3-network-slimming
yolov3 network slimming剪枝的一种实现
YOLOv3_PyTorch
Full implementation of YOLOv3 in PyTorch