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Dense Object Detection

2 papers with code · Computer Vision
Subtask of Object Detection

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Focal Loss for Dense Object Detection

ICCV 2017 tensorflow/models

Our novel Focal Loss focuses training on a sparse set of hard examples and prevents the vast number of easy negatives from overwhelming the detector during training.

#25 best model for Object Detection on COCO

DENSE OBJECT DETECTION

Precise Detection in Densely Packed Scenes

CVPR 2019 eg4000/SKU110K_CVPR19

We propose a novel, deep-learning based method for precise object detection, designed for such challenging settings.

DENSE OBJECT DETECTION