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semantic segmentation for self driving cars using segnet model with cityscapes dataset

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mohanreddypmr/semantic_segmentation_for_self-driving_cars

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semantic_segmentation_for_self-driving_cars

semantic segmentation of images for self driving cars using segnet model with cityscapes dataset.we develop model using segnet architecture and train with cityscapes dataset.using kmeans to assign classes for each pixel for pixel wise training for semantic segmentation

semantic segmentation

Semantic segmentation is the task of assigning a class to every pixel in a given image.

Model Architecture

segnet

model architecture image

dataset

https://www.kaggle.com/dansbecker/cityscapes-image-pairs

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semantic segmentation for self driving cars using segnet model with cityscapes dataset

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