Fig. 4 | Scientific Reports

Fig. 4

From: Optimizing FCN for devices with limited resources using quantization and sparsity enhancement

Fig. 4

Image showing some sample images present in the dataset, their pixel-wise labels, and resulting pixel labels from the floating-point network, hybrid quantized network, and two configurations of quantized networks. The legend displays the colour and class (name) of the object to be identified in the image. Five sample images containing aeroplanes, dogs, person, and chairs are shown along with their classification. The data and the pixel labels (ground truth) are taken from the PASCAL VOC 2012 dataset.

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