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Zichen's Projects

deeplearning-500-questions icon 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,近30万字。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

dipp_play icon dipp_play

[TNNLS] Differentiable Integrated Prediction and Planning Framework for Urban Autonomous Driving

dlrl-playground icon dlrl-playground

The code repo contains multiple code reproduction processes of various SOTA deep learning algorithms

drl icon drl

Deep Reinforcement Learning

drl-robot-navigation icon drl-robot-navigation

Deep Reinforcement Learning for mobile robot navigation in ROS Gazebo simulator. Using Twin Delayed Deep Deterministic Policy Gradient (TD3) neural network, a robot learns to navigate to a random goal point in a simulated environment while avoiding obstacles.

fire-detection-cnn icon fire-detection-cnn

real-time fire detection in video imagery using a convolutonal neural network - from our ICIP 2018 paper (Dunnings / Breckon)

firedetectioncnn icon firedetectioncnn

This project detects fire from images. It uses Convolutional Neural Network and predefined models to extract features from images.

fucking-algorithm icon fucking-algorithm

手把手撕LeetCode题目,扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

gazebo-auv-sim icon gazebo-auv-sim

Simulation tools for Far Eastern Federal University autonomous underwater vehicle.

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-vrep icon gym-vrep

Open-AI Gym extension for robotics based on V-REP

iql-pytorch icon iql-pytorch

An unofficial PyTorch implementation of In-sample Q-Learning (Implicit Q-Learning)

kalman icon kalman

Some Python Implementations of the Kalman Filter

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

lane-detector icon lane-detector

Lane detection using Canny edge detector and Hough transform.

lanenet-lane-detection icon lanenet-lane-detection

Implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/

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