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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。

enpm-673-perception-for-autonomous-robots

Includes a variety of Perception projects like Lane Detection, Visual Odometry, Optical Flow, Buoy Detection ,etc.

environment-perception-for-self-driving-cars

Visual Perception Stack For Self-Driving Cars

halfrost-field

✍️ 这里是写博客的地方 —— Halfrost-Field 冰霜之地

imageprocessing100wen

「画像処理100本ノック」中文版本！为图像处理初学者设计的 100 个问题。

image_segmentation

pytorch Implementation of U-Net, R2U-Net, Attention U-Net, Attention R2U-Net.

imgaug

Image augmentation for machine learning experiments.

localization_in_auto_driving

mobilenet-yolo

A caffe implementation of MobileNet-YOLO detection network

multinet

Real-time Joint Semantic Reasoning for Autonomous Driving

multitarget-tracker

Multiple Object Tracker, Based on Hungarian algorithm + Kalman filter.

multitasktrafficclassification

Multitask Learning Approach for Network Traffic Classification

nanonets_object_tracking

object-detection-and-tracking

YOLO & RCNN Object Detection and Multi-Object Tracking

oriented-bounding-box

powerai-counting-cars

Run a Jupyter Notebook to detect, track, and count cars in a video using PowerAI Vision and OpenCV

python-small-examples

Python有趣的小例子一网打尽。Python基础、Python坑点、Python字符串和正则、Python绘图、Python日期和文件、Web开发、数据科学、机器学习、深度学习、TensorFlow、Pytorch，一切都是简单易懂的小例子。

pythonrobotics

Python sample codes for robotics algorithms.

pytorch-best-practice-master

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-deep-learning-template

A Pytorch Computer Vision template to quick start your next project! 🚀🚀

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-networks

Pytorch implementation of cnn network

pytorch-project-template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

pytorch-semantic-segmentation

PyTorch for Semantic Segmentation

pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

pytorch-template

PyTorch deep learning projects made easy.

pytorch-unet-segmentation

pytorch-unet-segnet

Pytorch code for Unet and SegNet architectures

pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm