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Table 2 Results

From: Comparative analysis of deep learning image detection algorithms

IoU Area maxDets Average precision Average recall
SSD YOLO FRCNN SSD YOLO FRCNN
1 0.50:0.95 All 100 0.247 0.337 0.716 0.232 0.279 0.782
2 0.50 All 100 0.424 0.568 0.873 0.341 0.432 0.754
3 0.75 All 100 0.253 0.350 0.851 0.362 0.460 0.792
4 0.50:0.95 Small 100/1* 0.059 0.152 0.331 0.102 0.257 0.567
5 0.50:0.95 Med 100 0.264 0.359 0.586 0.401 0.494 0.653
6 0.50:0.95 Large 100 0.414 0.496 0.846 0.577 0.623 0.893
  1. *on Nº 4, maxDets value is 100 for avg. precision and 1 for avg. recall