video-object-detection

OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

Memory Enhanced Global-Local Aggregation for Video Object Detection, CVPR2020

Out-of-the-box code and models for CMU's object detection and tracking system for multi-camera surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20

基于视频的目标检测算法研究 华为媒体研究院 图文Caption、OCR识别、图视文多模态理解与生成相关方向工作或实习欢迎咨询 15757172165 https://guanfuchen.github.io/media/hw_zhaopin_20220724_tiny.jpg

Using yolov3 & yolov4 weights objects are being detected from live video frame along with the measurement of the object from the camera without the support of any extra hardware device.

This is a list of awesome articles about object detection from video.

video detection papers

Video detection library

[ECCV-20] Official PyTorch implementation of HoughNet, a voting-based object detector.

Implementation of Mobile Video Object Detection with Temporally-Aware Feature Maps using PyTorch

A pytorch implementation of Detect and Track (https://arxiv.org/abs/1710.03958)

update some video object detection papers (视频目标检测论文和代码整理)

PyTorch implementation of Looking Fast and Slow: Memory-Guided Mobile Video Object Detection

Sequence Level Semantics Aggregation for Video Object Detection

Building a Yolov8n model from scratch and performing object detection in optical remote sensing images and videos.

Spatial-Temporal Feature Transformation for Video Object Detection, MICCAI2021

Search for objects on video (possible with IP cameras)

A collection of some awesome video object detection series projects.

[WACV 2023] A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation