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2021_algorithm_intern_information

2021年的算法实习岗位/校招公司信息表，和常见深度学习基础、计算机视觉知识笔记、算法岗面试题答案，及暑期计算机视觉实习面经和总结。

adabins

Official implementation of Adabins: Depth Estimation using adaptive bins

adain-style

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

apollo

An open autonomous driving platform

appearanceeraser

Erasing Appearance Preservation in Optimization-based Smoothing (ECCV 2020)

awesome-carla

👉 CARLA resources such as tutorial, blog, code and etc https://github.com/carla-simulator/carla

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

awesome-visual-transformer

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

basic_reinforcement_learning

An introduction series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

bhattacharyya-distance

Computes the Bhattacharyya distance for feature selection in machine learning.

carnd-capstone-wolf-pack

ROS-based code to control a real self-driving car. Final project for "Wolf Pack" team in Udacity's Self-Driving Car Engineer Nanodegree.

carnd-path-planning-project

Create a path planner that is able to navigate a car safely around a virtual highway

carnd-path-planning-project-1

Term 3 Path planning project

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

chinesechess-alphazero

Implement AlphaZero/AlphaGo Zero methods on Chinese chess.

contrastive-unpaired-translation

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

darknet_ros

YOLO ROS: Real-Time Object Detection for ROS

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detr

End-to-End Object Detection with Transformers

dreyeve

[TPAMI 2018] Predicting the Driver’s Focus of Attention: the DR(eye)VE Project. A deep neural network learnt to reproduce the human driver focus of attention (FoA) in a variety of real-world driving scenarios.

dreyeving

Learning where to attend like a human driver

drit

Learning diverse image-to-image translation from unpaired data

driver_attention_prediction