video-analytics

There are 24 repositories under video-analytics topic.

• jetson-inference

  dusty-nv / jetson-inference

  Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

  deep-learninginferencecomputer-visionembeddedimage-recognitionobject-detectionsegmentationjetsonjetson-tx1jetson-tx2jetson-xaviernvidiatensorrtdigitscaffevideo-analyticsroboticsmachine-learningjetson-nanojetson-xavier-nx
  Language:C++ 7402
• evadb

  georgia-tech-db / evadb

  Database system for AI-powered apps

  evavideo-analyticsservingdatabaselabelingobject-detectiondata-analysisaichatgptlangchainauto-gptgpt4allhuggingfacellmgpt-4agenthacktoberfest
  Language:Python 2582

• videoflow / videoflow

  Python framework that facilitates the quick development of complex video analysis applications and other series-processing based applications in a multiprocessing environment.

  object-detectionobject-trackingvideo-analyticsvideo-pipelinevideo-processing
  Language:Python 1012
• falldetection_openpifpaf

  cwlroda / falldetection_openpifpaf

  Fall Detection using OpenPifPaf's Human Pose Estimation model

  openpifpafdetectionhuman-pose-estimationcomputer-visiondeep-learningcomposite-fieldsvideo-analyticsobject-trackinggpucpufall-detection
  Language:Python 327
• VIAME

  VIAME / VIAME

  Video and Image Analytics for Multiple Environments

  computer-visionartificial-intelligencevideo-searchvideo-analyticsmarine-biologyopen-sourcemachine-learningvideo-annotationimage-annotationannotation-frameworkoceanographyimage-processingconservationecologydeep-learningvideo-analysisobject-detection
  Language:Python 269

• prominenceai / deepstream-services-library

  A shared library of on-demand DeepStream Pipeline Services for Python and C/C++

  nvidiaainvidia-gpujetsondeepstreampythondeep-learninginferenceobject-detectionmultiobject-trackinggstreamervideo-analyticscomputer-visionxaviernvidia-deepstream-sdkyolo8yolov4yolov5edge-computing
  Language:C++ 257

• microsoft / Microsoft-Rocket-Video-Analytics-Platform

  A highly extensible software stack to empower everyone to build practical real-world live video analytics applications for object detection and counting with cutting edge machine learning algorithms.

  video-analyticsedge-computingdotnet-coredockerobject-detectiontensorflowazureyolov3countinggpu
  Language:C# 213

• muxinc / mux-node-sdk

  Official Mux API wrapper for Node projects, supporting both Mux Data and Mux Video.

  muxvideovideo-streamingvideo-processingvideo-analyticsnode
  Language:TypeScript 149

• tryolabs / soccer-video-analytics

  Demo on how to compute soccer ball possession automatically using AI.

  classificationmulti-object-trackingobject-detectionsoccertrackingvideo-analyticsnorfaircamera-motionball-possession
  Language:Python 131

• codingforentrepreneurs / video-membership

  Create a Video Membership app using FastAPI & NoSQL

  fastapicassandracassandra-driverastradbdatastaxpydanticjinja2tutorialpython3algoliahtmxuser-authenticationjwthttp-only-cookiesyoutube-player-apivideo-analyticsvideo-membership
  Language:Python 103

• tsenst / CrowdFlow

  Optical Flow Dataset and Benchmark for Visual Crowd Analysis

  computer-visionoptical-flowdatasetbenchmark-suitecrowd-analysismotion-estimationsynthetic-imagesvideo-processingvideo-analyticsvideo-surveillanceevaluation-frameworktub-crowdflow-datasettrajectoriescrowd-countingmulti-object-trackingtrackingtracking-by-detection
  Language:Python 103
• tator

  cvisionai / tator

  Video analytics web platform

  video-annotationimage-annotationvideovideo-processingvideo-analytics
  Language:JavaScript 96

• muxinc / mux-go

  Official Mux API wrapper for golang projects, supporting both Mux Data and Mux Video.

  muxvideovideo-streamingvideo-processingvideo-analyticsgogolang
  Language:Go 86
• dive

  Kitware / dive

  Media annotation and analysis tools for web and desktop. Get started at https://viame.kitware.com

  videovideo-analyticsmarine-biologycomputer-visionannotationimage-annotationvideo-annotationobject-detectiondockermachine-learning
  Language:Vue 79

• muxinc / mux-elixir

  Official Mux API wrapper for Elixir projects, supporting both Mux Data and Mux Video.

  muxvideovideo-streamingvideo-processingvideo-analyticselixir
  Language:Elixir 73

• Navu4 / Facial-Recognition-for-Crime-Detection

  Face recognition software to detect criminals in images and videos, noting their time of occurences.

  face-recognitionvideo-analyticscrime-detectionlaw-enforcementpythonopencv
  Language:Python 62

• muxinc / mux-ruby

  Official Mux API wrapper for ruby projects, supporting both Mux Data and Mux Video.

  muxvideovideo-streamingvideo-processingvideo-analyticsruby
  Language:Ruby 49

• muxinc / mux-python

  Official Mux API wrapper for python projects, supporting both Mux Data and Mux Video.

  muxvideovideo-streamingvideo-processingvideo-analyticspython
  Language:Python 47

• muxinc / mux-php

  Official Mux API wrapper for PHP projects, supporting both Mux Data and Mux Video.

  muxvideovideo-streamingvideo-processingvideo-analyticsphp
  Language:PHP 36

• tanveer-hussain / Video-Summarization

  Entropy and Memorability Based Video Summarization

  videovideo-summarizationvscodevideo-analytics
  Language:Python 36

• vqpy / vqpy

  VQPy: An object-oriented approach to modern video analytics

  computervisionmachinelearningvideo-analytics
  Language:Python 29

• kerberos-io / factory

  An enterprise ready, resilient and horizontal scalable solution for large video landscapes.

  golangkubernetesonvifreactvideo-analysisvideo-analyticsvideo-surveillancevms
  Language:JavaScript 25

• EliasLahham / Advanced-YouTube-Analytics

  Python Script that performs search queries on YouTube, collects metadata, and exports to a CSV file for data analysis.

  youtubeyoutube-analyticsyoutube-thumbnail-analysisyt-analyticsvideo-analyticsvideo-metadatametadata-analyzeryoutube-video-metadata
  Language:Python 21
• api.video-hlsjs-analytics

  apivideo / api.video-hlsjs-analytics

  api.video player analytics plugin for hls.js based players

  videohlsvideo-playerhlsjsvideo-analytics
  Language:TypeScript 20
• api.video-player-analytics

  apivideo / api.video-player-analytics

  api.video player analytics module

  videovideo-analyticslibraryplayerjavascript
  Language:TypeScript 17
• api.video-videojs-analytics

  apivideo / api.video-videojs-analytics

  api.video player analytics plugin for videojs

  videovideo-playerplayervideojs-pluginvideojsvideo-analytics
  Language:TypeScript 17

• hadign20 / Unsupervised-Video-Object-Detection

  Foreground detection in videos captured by moving cameras, Source code of paper: "Real-Time Hysteresis Foreground Detection in Video Captured by Moving Cameras"

  background-subtractionforeground-detectionmoving-cameravideo-analytics
  Language:C++ 13

• IBM / maximo-visual-inspector-dashboard

  Load IBM Maximo Visual Inspection inference results in a dashboard

  powerai-visionvideo-analyticsvueimage-analyticsdashboard
  Language:Vue 13

• yokawasa / azure-serverless-video-analytics

  Demo Application of Serverless Video Analytics Workflow using Azure Functions, Logic App, and other multiple Azure Services

  azureserverlessvideo-analyticsazure-functionslogicappsazure-searchcosmosdbcognitive-servicesazure-media-servicestranslatortranslator-text-apitext-analyticsazure-webapp
  Language:JavaScript 11
• astair

  odayibas / astair

  ASTAIR - Social & Smart HVAC Control Platform

  machine-learningslack-bothvac-controlvideo-analyticsairwell
  Language:JavaScript 10

• tryolabs / norfair-ros

  ROS package for multi-object tracking using Norfair.

  roskalman-filternorfairobject-trackingpythonrobot-operating-systemtrackingvideo-analyticsvideo-tracking
  Language:Python 10

• intel / video-streamer

  The repository contains a reference end-to-end pipeline for a real-time video analytics application. Realtime data is provided to an inference endpoint that executes single shot object detection. The metadata created during inference is then uploaded to a database for curation.

  artificial-intelligenceend-to-endobject-detectionssd-resnet34video-analyticstensorflow
  Language:Python 9

• cognitivexr / CogStream

  CogStream: a platform for distributed real-time AI-based video analytics 🧠 🤖

  video-analyticsstreamingaicognitive-augmentationgopython3
  Language:Go 7

• eweill-nv / jetson-training

  Training material covering a brief introduction to the Jetson Nano hardware, software stack, deep learning basics, TensorRT, TensorFlow-TensorRT integration, Deepstream and a full hands-on walkthrough

  jetson-nanotensorrtdeepstreaminferencecomputer-visionembeddedimage-classificationobject-detectionnvidiavideo-analyticsdeep-learning
  Language:Jupyter Notebook 6

• titania7777 / VideoFrameSampler

  Salient Video Frames Sampling Method Using the Mean of Deep Features for Efficient Model Training (KIBME 2021)

  pytorchvideo-frame-samplerefficient-trainingvideo-analyticsucf101hmdb51activitynet
  Language:Python 6

• fangvv / TLEE

  Code for paper "TLEE: Temporal-wise and Layer-wise Early Exiting Network for Efficient Video Recognition on Edge Devices"

  action-recognitiondeep-learning-algorithmsdnndnn-inferenceearly-exitinginferenceresnetvideo-recognitiondynamic-inferenceframe-analysisinference-accelerationcontent-analysisvideo-analytics
  Language:Python 5