videoanalytics

Creating a heatmap based on video recordings

VSS is a video storage system designed to decouple high-level video operations from the low-level details required to store and efficiently retrieve video data.

OpenAI App for analyzing Youtube Videos using OpenAI

HSE coursework

Building video analytics framework for large scale application using Big Data.

AI video analytics with object detection, tracking, face/LPR recognition, and user-guided fine-tuning.

调用通义千问大模型，将本地视频文件或抖音/小红书等平台视频链接转写为干净文案，并按自定义 Prompt 生成总结、改写、金句、分镜头、中英翻译等风格化内容。支持视频转文字、字幕提取、会议纪要、课程拆解、直播复盘、短视频二创等场景。

Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials. Deep Learning for Video Analytics leverages neural networks to process video streams, detect objects and actions, and generate intelligent insights for security, monitoring, and multimedia applications.

A computer vision pipeline that detects, tracks, and counts vehicles crossing a line in traffic video using YOLO11 + ByteTrack, with per-class breakdowns, a CSV audit log, and traffic heatmaps. Includes a calibrated homography transform for accurate real-world speed estimation and a live bird's-eye mini-map, rather than relying on a naive pixel.

Vehicle Detection from Video Analytics.

An AI-powered web application that detects and tracks stolen vehicles using surveillance footage, vehicle features, and real-time location mapping.

Teyuto Player Analytics SDK enables easy integration of analytics tracking for video playback using various popular players including Video.js, HLS.js, Plyr, and Shaka Player.