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-fcn-voc2012-

本项目旨在实现语义分割中的强力算法--FCN算法。基于深度学习MXNet框架，在VOC2012数据集（20类，200000张图片）的test image上产生一个像素级别的分割，给出每一个像素属于哪一类，包括"背景"类。基于Resnet18来创建FCN，得到0.9255的语义分割准确率。

100-days-of-ml-code

100 Days of ML Coding

100-days-of-ml-code-1

100-Days-Of-ML-Code中文版

2021-cv-surveys

2021 年，计算机视觉相关综述。包括目标检测、跟踪........

2dto3d

Using camera calibration and PnP to translate Pixel Coordinates System 2D coordinate point (u, v) to World Coordinate System 3D coordinate point (X, Y, Z).

3d

3d

3d-bat

3D Bounding Box Annotation Tool (3D-BAT) Point cloud and Image Labeling

advanced-lane-line-detection

advanced_lane_detection

Advanced lane detection using computer vision

ai-job-notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

ai-job-recommend

国内公司人工智能方向（含机器学习、深度学习、计算机视觉和自然语言处理）岗位的招聘信息（含全职、实习和校招）

ai_study

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

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

and_perceptron

DeepLearning code

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

apollo

An open autonomous driving platform

apollo-note

Note for Apollo 3.0 perception, prediction and planning modules

avp-slam-plus

An implementation of AVP-SLAM and some new contributions

awesome-3d-object-detection

3D object detection

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-face_recognition

papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval;

awesome-lane-detection

lane detection

awesome-machine-learning-cn

机器学习资源大全中文版，包括机器学习领域的框架、库以及软件

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

baidu_lane_segmentation

4th place solution in Baidu Autonomous Driving Lane Segmentation

bdfz.courses

北大附中系列课程

berkeley-stat-157

Homepage for STAT 157 at UC Berkeley

bevformer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

bevperception-survey-recipe

Awesome BEV perception papers and cookbook for achieving SOTA results