YOLO_v3 implemented with tensorflow
- Group Normalization
- Focal loss
- Soft-NMS(no useful)
- data augmentation
- multi-scale training
- Single-Shot Object Detection with Enriched Semantics
- SNIPER
paper:
YOLOv3: An Incremental Improvement
Foca Loss for Dense Object Detection
Group Normalization
Single-Shot Object Detection with Enriched Semantics
SNIPER: Efficient Multi-Scale Training
mAP calculate: mean Average Precision
. Tensorflow
. Opencv
. Python
. Numpy