An Overlapping Cell Image Synthesis Method for Imbalance Data

Table 3

The number of cell images with different conditions.

Classes								Imbalance ratio	Conditions
1	2	3	4	5	6	7	8
20,000	20,000	200	200	200	20,000	20,000	200	100.0	1
20,000	20,000	500	500	500	20,000	20,000	500	40.0	2
20,000	20,000	1000	1000	1000	20,000	20,000	1000	20.0	3
20,000	20,000	2000	2000	2000	20,000	20,000	2000	10.0	4
20,000	20,000	4000	4000	4000	20,000	20,000	4000	5.0	5
20,000	20,000	6000	6000	6000	20,000	20,000	6000	3.3	6
20,000	20,000	8000	8000	8000	20,000	20,000	8000	2.5	7
20,000	20,000	10,000	10,000	10,000	20,000	20,000	10,000	2.0	8
20,000	20,000	12,000	12,000	12,000	20,000	20,000	12,000	1.7	9
20,000	20,000	14,000	14,000	14,000	20,000	20,000	14,000	1.4	10
20,000	20,000	16,000	16,000	16,000	20,000	20,000	16,000	1.3	11
20,000	20,000	18,000	18,000	18,000	20,000	20,000	18,000	1.1	12
20,000	20,000	20,000	20,000	20,000	20,000	20,000	20,000	1.0	13