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Roberto Cruz's Projects

.oh-my-comma icon .oh-my-comma

The idea of a 'workbench for developers' - Shell utilities, tooling, and dotfiles for comma.ai's open-source self-driving car technology stack

als4gan icon als4gan

Active Learning for Improved Semi Supervised Semantic Segmentation in Satellite Images

am-vrp icon am-vrp

My implementation of solving the Capacitated Vehicle Routing Problem in the paper "Attention, learn to solve routing problems"

autoecu icon autoecu

Automotive ECU tools in a web browser (using a panda)

autopilot-driving icon autopilot-driving

This is my attempt to create an autopilot system similar, but very low in performance in comparison to Teslaโ€™s Car OS 10.0.

autopilot-tensorflow icon autopilot-tensorflow

A TensorFlow implementation of this Nvidia paper: https://arxiv.org/pdf/1604.07316.pdf with some changes

branch-and-price- icon branch-and-price-

This is my implementation of a branch and price algorithm to solve the humanitarian aid distribution problem. This problem is a VRP with a specific objective function

c-capnproto icon c-capnproto

C library/compiler for the Cap'n Proto serialization/RPC protocol

can-shell icon can-shell

command processor for automotive ECUs with a built-in text-based CAN bus terminal (using a panda)

capnproto icon capnproto

Cap'n Proto serialization/RPC system - core tools and C++ library

carla_cil_pytorch icon carla_cil_pytorch

A pytorch implementation to train the conditional imitation learning policy in "Visual-based Autonomous Driving Deployment from a Stochastic and Uncertainty-aware Perspective".

carla_cil_pytorch_eval icon carla_cil_pytorch_eval

A pytorch implementation to evaluate the conditional imitation learning policy in "End-to-end Driving via Conditional Imitation Learning" and "CARLA: An Open Urban Driving Simulator".

cereal icon cereal

capnp struct definitions and messaging used in comma ecosystem

codrive icon codrive

Advanced driver-assistance system with Google Coral Edge TPU Dev Board / USB Accelerator, Intel Movidius NCS (neural compute stick), Myriad 2/X VPU, Gyrfalcon 2801 Neural Accelerator, NVIDIA Jetson Nano and Khadas VIM3

crankshaft icon crankshaft

Crankshaft: A turnkey GNU/Linux solution that transforms a Raspberry Pi to an Android Auto head unit.

cspy icon cspy

A Python package with a collection of algorithms for the (Resource) Constrained Shortest Path problem

cvrp-poc icon cvrp-poc

POC flask app for cvrp via ortools integration.

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