EfficientDet: Scalable and Efficient Object Detection

An object detection network using an EfficientNet backbone, combined with a multiscale feature pooling architecture based on an approximate softmax which passes activations between layers. The pooling network is repeated several times. It achieves competitive results in 1/10 the param count of RetinaNet, and has acceptable quality at 7M params.

Trained with Focal Loss.