EfficientDet-MXNet

MXNet implementation of EfficientDet object detection as described in EfficientDet: Scalable and Efficient Object Detection by Mingxing Tan, Ruoming Pang and Quoc V. Le.

Prerequisites

• Python 3.6+
• MXNet 1.5.1+
• gluoncv 0.6.0

Dataset

• run mscoco.py to download coco2017 dataset.
• run pascal_voc.py to download voc dataset.

Pretrained Model

• Will be provided

Training EfficientDet

• COCO Dataset:

 sh train_efficientdet_coco.sh

Testing EfficientDet

• COCO Dataset

python demo_efficientdet.py