How to measure the success and percent accuracy of an image detection algorithm?

Question

Does anyone know how to properly quantify the success of an image detection algorithm? How do you combine the 2 sources of error? since one source is the number of objects t

Answer 1

Here are some measures/metrics that you can use to evaluate your model for image segmentation (or object detection:

• F1 Score
• Dice
• Shape similarity

All of the three are described in this page of a segmentation challenge