Archives for focal loss

31 Mar

How RetinaNet Fixes The Shortcomings Of SSD With Focal Loss

image-3666
image-3666

In the conventional object detectors, say, R-CNN, initially a set of object locations are generated and then these locations are classified whether they belong to the foreground or background classes using a CNN. This is working of a two-stage detector. In the case of one stage detectors like SSD, the accuracy is more when applied…

The post How RetinaNet Fixes The Shortcomings Of SSD With Focal Loss appeared first on Analytics India Magazine.

31 Mar

How RetinaNet Fixes The Shortcomings Of SSD With Focal Loss

image-3668
image-3668

In the conventional object detectors, say, R-CNN, initially a set of object locations are generated and then these locations are classified whether they belong to the foreground or background classes using a CNN. This is working of a two-stage detector. In the case of one stage detectors like SSD, the accuracy is more when applied…

The post How RetinaNet Fixes The Shortcomings Of SSD With Focal Loss appeared first on Analytics India Magazine.