Quantifying the Effects of Ground Truth Annotation Quality on Object Detection and Instance Segmentation Performance

Computer Science

• Object Detection 100%
• Annotation 100%
• Instance Segmentation 100%
• Segmentation Performance 100%
• Mean Average Precision 80%
• Precision Performance 40%
• Computer Vision 40%
• Training Data 20%
• Machine Learning Algorithm 20%
• Segmentation Model 20%
• Algorithm Performance 20%
• Intensive Task 20%

Engineering

• Computervision 100%
• Bounding Box 100%
• Machine Learning Algorithm 50%

Earth and Planetary Sciences

• Computer Vision 100%
• Machine Learning 50%