Detection
detection (shall including semantic, panoptic segmentation)
Last updated
Was this helpful?
detection (shall including semantic, panoptic segmentation)
Last updated
Was this helpful?
Object Detection with Deep Learning: A Review
Deep Learning for Generic Object Detection: A Survey
Object Detection in 20 Years: A Survey
: official pytorch toolkit for vision
: a marvellous open sourced lib with nearly all SOTA models
: detectron implemented in pytorch by Facebook
: detection lib by TuSimple
hardly used now (2019.11)
Online Hard Example Mining (OHEM)
Mean Average Precision (mAP)
Faster RCNN
R-FCN
Feature Pyramid Network
Mask RCNN
Cascade RCNN
Hybrid Task Cascade
HRNet
SSD
YOLOv1
YOLOv2
RetinaNet (Focal Loss)
YOLOv3
CornerNet
CenterNet
CenterNet
EfficientDet
Empirical Upper-bound in Object Detection and More