Gait Pattern-Based Person Identification System Infrastructure

Built CCTV network, GPU infrastructure, and data pipeline for an AI system that identifies people through gait patterns.

Architecture

SEO Inc. Public Sector

2022 - 2023

Public Security Agency

Tech Stack

CCTV GPU CUDA Docker Pose Estimation

Highlights

Built 80 CCTV network and data collection environment
GPU environment setup (CUDA, cuDNN) and containerization
Implemented video data processing pipeline
C# + Docker Engine API inference workload

Key Tasks

Data Collection Environment

80 CCTV network configuration
Video data collection system setup
Data storage design and implementation
Video data processing pipeline implementation

GPU Infrastructure Setup

CUDA, cuDNN environment configuration
MMPose and vision tools execution environment
GPU workload containerization
Standardized GPU environment for researchers

Inference System Implementation

C# + Docker Engine API integration
Deployment console launching tagged images with env vars
Inference pipeline automation
Person identification result processing

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