From: An improved object detection algorithm based on multi-scaled and deformable convolutional neural networks
Network model-image size
Train
Test
MAP@.50IOU
FPS
Faster R-CNN-600
VOC07+12
07 test
52.40
5
YOLOv1-416
VOC12
–
39.60
45
SSD-500
41.02
18
YOLOv3-416
48.47
30
Ours-416
52.55
27
Ours-600
55.30
21