A VidEo-Based Intelligent Recognition and Decision System for the Phacoemulsification Cataract Surgery

Table 2

The training and testing sets in the experiments for eye detection, probe tracking, and cataract grading.

	Training set	Testing set
Eye detection (video frames)
	1000	1000
Probe tracking (videos)
	Video 1	Videos 2, 3, 4, and 5
Cataract grading (video frames)
Normal tissue	446	444
Grade I	293	296
Grade II	184	183
Grade III	37	33
Grade IV	28	30
Grade V	12	14
Total	1000	1000