Object Detection Overview


Object Detection Models

Model Name Version
YOLO YOLOv3
YOLOv4
YOLOv5
YOLOv6
YOLOv7
YOLOv8
SSD SSD300
SSD500
SSDLite
SSDLite MobileNetV2
SSD ResNet101
SSD ResNet152
Faster R-CNN Faster R-CNN with VGG-16
Faster R-CNN with ResNet
Faster R-CNN with Inception
Mask R-CNN Mask R-CNN with FPN
Mask R-CNN with ResNet
Mask R-CNN with Cascaded Refinement
Mask R-CNN with Instance Segmentation Refinement
RetinaNet RetinaNet with FPN
RetinaNet with ResNet
RetinaNet with Dilated Convolutions
RetinaNet with MobileNet
EfficientDet EfficientDet-D3
EfficientDet-D4
EfficientDet-D5
EfficientDet-D6
EfficientDet-D7
CenterNet CenterNet
CenterNet++
CenterNet-3D
CenterNet-FPN
CenterNet-SSD