brahim bel-lahcen 's Projects
This sample implements libraries of video files content analysis, database ingestion, content search and visualization.
:tv: Видео Хостинг
Video frame interpolation using the Vimeo-90k dataset.
Create a Video Membership app using FastAPI & NoSQL
Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos
Web-Based Video Editor
Classification and analysis within videos and streams
\V.I.P/ Software for tracking files from cameras, entering into database and distributing links via RESTful API
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.
Entropy and Memorability Based Video Summarization
A CPU based video summarization and classification tool. Extracts every movement out of a given video, aggregates the extracted changes into movement layers, which can be exported or further analysed and classified..
:camera: Generate thumbnail sprites from videos.
Script for dumping frame images from video
An intelligent multimodal-learning based system for video, product and ads analysis. Based on the system, people can build a lot of downstream applications such as product recommendation, video retrieval, etc.
A series of basic algorithms that are useful for video understanding, including Single Object Tracking (SOT), Video Object Segmentation (VOS) and so on.
Service run through flask that performs object tracking operations for a video annotation tool. It provides functionality to fetch videos, provide object tracking through OpenCV and generate recommendations for a video through YoloV3
Extract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, ResNet features.
Video streaming using FastAPI
A video analysis engine with similarity frame retrieval,keyframe faces recognition,keyframe objects detection and etc.
VMAF PSNR Bitrate Analyzer
videoCaptioner helps you to get real-time caption, Full Chats, Topics & Asked Questions during one to one video meeting.
Automatic video summaries
Near Duplicate Video Detection (Perceptual Video Hashing) - Get a 64-bit comparable hash-value for any video.
This is a video search engine module demo - all of the basics are here , we can use this to build upon this to make powerfull video search engines
A basic search engine for django videos...