EfficientDet

Introduced by Tan et al. in EfficientDet: Scalable and Efficient Object Detection

EfficientDet is a type of object detection model, which utilizes several optimization and backbone tweaks, such as the use of a BiFPN, and a compound scaling method that uniformly scales the resolution,depth and width for all backbones, feature networks and box/class prediction networks at the same time.

Source: EfficientDet: Scalable and Efficient Object Detection

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Papers

Paper	Code	Results	Date	Stars

Tasks

Task	Papers	Share
Object Detection	18	37.50%
Image Classification	2	4.17%
Instance Segmentation	2	4.17%
2D Cyclist Detection	1	2.08%
Autonomous Driving	1	2.08%
Pedestrian Detection	1	2.08%
General Classification	1	2.08%
Reinforcement Learning (RL)	1	2.08%
Anomaly Detection	1	2.08%