YOLO Segmentation for Visual Inspection

Build segmentation systems for visual inspection and measurement tasks using YOLO-based models.

Categories

Tech Used

Problem

Many industrial and inspection problems require pixel-level understanding rather than simple bounding-box detection.

Approach

• Trained a YOLO segmentation workflow with augmentation and dataset quality improvements
• Evaluated segmentation behavior with task-relevant metrics such as IoU, precision, and recall
• Prepared optimized inference exports for practical deployment scenarios

Results

• Segmentation pipeline suited to inspection-style computer vision workflows
• Optimized path from training to inference deployment

Demo Videos