Zheng Xin's Projects
A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization
DBNet on onnx and tensorRT
c++版dbnet文本检测 ,使用tensorrt加速
Porting pytorch dcgan on FloydHub
The official implementation of "Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes"
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
深度学习面试宝典(含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向)
Repo for the Deep Reinforcement Learning Nanodegree program
31 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.
PyTorch implementations of deep reinforcement learning algorithms and environments
Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
Simple Online Realtime Tracking with a Deep Association Metric
MOT tracking using deepsort and yolov3 with pytorch
Add attention blocks such as cbam, se. Add deep sort, sort and some tracking algorithm using opencv
PyTorch implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC
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[email protected] 版权所有,违权必究 Tan 2018.06
Examples and tools for deep learning deployment
Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
reimpliment of DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation
The official repo is https://github.com/dmlc/dgl . THIS IS A FORK.
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。
Code for Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images
E2E-MLT - an Unconstrained End-to-End Method for Multi-Language Scene Text
PyTorch Re-Implementation of EAST: An Efficient and Accurate Scene Text Detector
强化学习中文教程,在线阅读地址:https://datawhalechina.github.io/easy-rl/
很简单实现了CRNN,通过opencv可以部署在windows和树莓派上,数据集可以自动生成