Vision/Inference

Vision / Inference

컴퓨터 비전, 딥러닝 추론, 엣지 AI 관련 기술과 실무 경험을 공유합니다.

2articles

January 14, 2026

The Evolution of Template Matching: From Pixel-Based to Deep Learning

An exploration of how template matching technology in computer vision has evolved from pixel-based methods through SIFT/ORB to SuperPoint/SuperGlue. Covers the principles, limitations, and use-case recommendations for each approach.

WIM Robotics Team

computer-visionfeature-matching

YOLO Model Optimization: Achieving 2x Faster Inference on Jetson Orin AGX with TensorRT and DeepStream

Vision/Inference

January 18, 2024

YOLO Model Optimization: Achieving 2x Faster Inference on Jetson Orin AGX with TensorRT and DeepStream

A practical case study on optimizing a PyTorch-based YOLO model using TensorRT and DeepStream for a recycled plastic sorting system, reducing inference time from 15ms to 7ms.

WIM AI Team

aideep-learning