Computer Vision

Human Analysis

• Replaced DeepFace for face_recognition from dlib, allowing for faster and more accurate face recognition.
• Developed a custom human attribute recognition using the PETA dataset.

Object Detection

• Migrated to Yolov8 for object detection.
• Increased adaptability and ease of use of the automated dataset generation method.
• Started development of a custom dataset generation tool based on 3D scanning.