Fast Shadow Detection

Fast Shadow Detection from a Single Image Using a Patched CNN
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Fast Shadow Detection27
2 years ago2C++
Fast Shadow Detection from a Single Image Using a Patched CNN
Sdc Term1 Behavioral Cloning5
7 years agoPython
Built and trained a convolutional neural network to drive the car itself autonomously in a simulator using Tensorflow (backend) and Keras. Experimented with a modified Nvidia architecture. Performed image processing with brightness, shadow augmentation, and flipped images. Used dropout and Adam optimizer to generalize the network for driving multiple tracks. The datasets are used via Udacity's source for training the model. Trained the model on Amazon AWS EC2 platform with GPU instances.
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Convolutional Neural Networks
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