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1. w-net w-net Public

   w-net: a convolutional neural network architecture for the self-supervised learning of depthmap from pairs of stereo images.

   Jupyter Notebook 204 47

2. cuda_kernel_tensorflow cuda_kernel_tensorflow Public

   cuda implementation of a matmul operation with shared memory, as a tensorflow kernel -for reference.

   C++ 1

3. gym-blender gym-blender Public

   Blender Environment for Gym (work in progress)

   Jupyter Notebook 18 2

4. DSB17_3d_lung_nodule_classifier DSB17_3d_lung_nodule_classifier Public

   3d convnet for the classification of nodules/tumor in lung CT scans. Trained on Luna16 for Kaggle's 2017 data science bowl competition (result in top 3%)

   Python 74 33

5. StereoConvNet StereoConvNet Public

   Stereo convolutional neural network for depth map prediction from stereo images

   Jupyter Notebook 157 35

6. DepthMap_dataset DepthMap_dataset Public

   Python Blender script to generate random scene, depth map and corresponding Stereo images for machine learning.

   Python 172 44