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Computer Vision Pipeline

MTCNN Face Detection

Single Face Output Multiple Target Cascade Output 5-Point Alignment Coordinates

Project Overview

A high-precision face detection system implemented using Multi-task Cascaded Convolutional Networks (MTCNN) that maps vector frames to locate human profiles with elite accuracy. Reaches a validation threshold of 95%+ confidence.

Technical Specs

Maps 5 facial alignment markers (eyes, nose, mouth corners) with strict constraint parameter bounds like min_face_size=20 and automated BGR-to-RGB color channel pre-processing sequences.