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2020aicity_code_from_top_teams

The code from the top teams in the 2020 AI City Challenge

accident-detection

Using deep learning and computer vision(pytorch) to detect accidents on dashcam and report it to nearby emergency services with valid accident images

accident-detection-on-indian-roads

Automatic incident detection on Indian Roads using Artificial Intelligence. Model is trained using Tensorflow object detection API. Use of model after training in Python script as well as in Android application is also demonstrated in this project.

awesome

Github Trending榜高赞与趣味项目速览。主理人：同济子豪兄

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

awesome-lane-detection

A paper list of lane detection.

awesome-reid-dataset

Collection of public available person re-identification datasets

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

awesome-video-anomaly-detection

Papers for Video Anomaly Detection, released codes collection, Performance Comparision.

carcrash_forecasting_and_detection

cnn-fpga

使用Verilog实现的CNN模块，可以方便的在FPGA项目中使用

codes-for-lane-detection

Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)

complex-yolov4-pytorch

The PyTorch Implementation based on YOLOv4 of the paper: "Complex-YOLO: Real-time 3D Object Detection on Point Clouds"

cvpr2020-code

CVPR 2020 论文开源项目合集

cvpr2020-paper-code-interpretation

cvpr2020/cvpr2019／cvpr2018/cvpr2017 papers，极市团队整理

danet

Dual Attention Network for Scene Segmentation (CVPR2019)

darknet

Convolutional Neural Networks

deep_learning_object_detection

A paper list of object detection using deep learning.

detection-of-traffic-anomaly

This is the repo for our Detection of Traffic Anomaly (DoTA) dataset.

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

fpga-usb-device

An FPGA-based USB full-speed device core to implement USB-serial, USB-camera, USB-audio, USB-hid, etc. It requires only 3 FPGA common IOs rather than additional chips. 基于FPGA的USB full-speed device端控制器，可实现USB串口、USB摄像头、USB音频、U盘、USB键盘等设备，只需要3个FPGA普通IO，而不需要额外的接口芯片。

fvl-icra2019

Official code for future vehicle localization paper implemented in Keras

groupsoftmax-simpledet

GroupSoftmax cross entropy loss function for training with multiple different benchmark datasets

gym_cityflow

Adds CityFlow to Gym

insightface

Face Analysis Project on MXNet

llmsninestorydemontower

【LLMs九层妖塔】分享 LLMs在自然语言处理（ChatGLM、Chinese-LLaMA-Alpaca、小羊驼 Vicuna、LLaMA、GPT4ALL等）、信息检索（langchain）、语言合成、语言识别、多模态等领域（Stable Diffusion、MiniGPT-4、VisualGLM-6B、Ziya-Visual等）等 实战与经验。

math_model

数学建模、美赛、美国大学生数学建模竞赛、全国大学生数学建模竞赛、华为杯研究生数学建模、国赛LaTeX模板、美赛LaTeX模板、mathorcup、电工杯、华中赛、APMCM、深圳杯、中青杯、华东杯、数维杯、东三省数学建模、认证杯、数学建模书籍、常用matlab算法、国赛评阅要点、软件模型算法汇总、智能算法、优化算法

mmdetection

OpenMMLab Detection Toolbox and Benchmark

numpy-ml

Machine learning, in numpy

person-attribute-recognition-marketduke

A simple baseline implemented in PyTorch for pedestrian attribute recognition task, evaluating on Market-1501 and DukeMTMC-reID dataset.