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Louis Foucard's Projects

3d_scanner icon 3d_scanner

blender python script to receive and process data from an arduino/lidar/mpu6050 based 3D_scanner

act_vr icon act_vr

Action Chunking Transformer implementation for low cost robot, with VR controller

cuda_kernel_tensorflow icon cuda_kernel_tensorflow

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

depthmap_dataset icon depthmap_dataset

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

dsb17_3d_lung_nodule_classifier icon dsb17_3d_lung_nodule_classifier

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%)

foraging_units_model icon foraging_units_model

Continuum model for the simulation of foraging unit that aim at establishing trails along the shortest path between a central "nest" and distant points. The model uses coupled, nonlinear Smoluchowski equations for drift-diffusion.

keras-vis icon keras-vis

Neural network visualization toolkit for keras

lasagne icon lasagne

Lightweight library to build and train neural networks in Theano

mc_dcnn icon mc_dcnn

Multi channel deep convolutional neural network for time series classification

recipes icon recipes

Lasagne recipes: examples, IPython notebooks, ...

remotepresence icon remotepresence

Remote presence with the Oculus Rift DK1 headset, Arduino, stereo webcams and a python interface.

stereoconvnet icon stereoconvnet

Stereo convolutional neural network for depth map prediction from stereo images

virtual_car icon virtual_car

This project proposes to use a convolutional Neural network to control a Self-driving car in virtual environment generated by the Blender Game Engine.

w-net icon w-net

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

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