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boxcars

Source code related to BoxCars publication

centertrack

Simultaneous object detection and tracking using center points.

cosine_metric_learning

Deep Cosine Metric Learning for Person Re-identification

deep-learning

:computer:深度学习实战：手写数字识别、Discuz验证码识别、垃圾分类、语义分割

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deep_sort_pytorch

MOT tracking using deepsort and yolov3 with pytorch

deep_sort_yolov3

Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow

fresh-to-learn-tensorflow

I major in traffic planning, and I want to add new method into my field, such as deep learning.

human_tracker

human tracking based on yolov3 and center loss

interaction-dataset

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.

keras

Deep Learning for humans

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

models

Models and examples built with TensorFlow

new_calibrate

new_calibrate1

ngsim-us-101-trajectory-dataset-smoothing

smoothing the NGSIM US-101 trajectory dataset using Savitzky-Golay Filter

object-detection-and-tracking

YOLO & RCNN Object Detection and Multi-Object Tracking

opencv

Open Source Computer Vision Library

pytracking

Visual tracking library based on PyTorch.

sumo

Eclipse SUMO is an open source, highly portable, microscopic and continuous traffic simulation package designed to handle large networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.

taxi-trajectory-smoothing

Problem Statement: This dataset contains the trajectories of thousands of taxis operating in China. Your task is to read through the following paper and produce the first graphs (distribution of distances and sampling time interval). Next, please pick a trajectory for a particular trip and determine its smoothed trajectory (using Kalman filter for example or splines)

tensorflow

An Open Source Machine Learning Framework for Everyone

vehicle-distance-detection

yet-another-efficientdet-pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

yolo-android-real-time-vehicle-recognition-system

在tensorflow提供的嵌入式demo基础上，使用自己训练的yolov3-tiny模型权重，实现界面精简（好吧只有一个界面）的Android端车辆识别实时系统

yolo3sort

Real-time MOT using YOLOv3 and SORT with tensorflow

yolo_tensorflow

tensorflow implementation of 'YOLO : Real-Time Object Detection'

yolov5-deepsort-driverdistracted-driving-behavior-detection

基于深度学习的驾驶员分心驾驶行为（疲劳+危险行为）预警系统使用YOLOv5+Deepsort实现驾驶员的危险驾驶行为的预警监测

yolov6

YOLOv6: a single-stage object detection framework dedicated to industrial applications.