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urbanist-ai's Projects

gpflow icon gpflow

Gaussian processes in TensorFlow

imagesig icon imagesig

A signature transform for lightweight image recognition

imagevae icon imagevae

Variational autoencoder (VAE) for image analysis, built in keras

img2dataset icon img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

img2ply icon img2ply

Convert an image sequence to a PLY point cloud.

imitation-learning icon imitation-learning

Repository to store conditional imitation learning based AI that runs on CARLA.

l2cs-net icon l2cs-net

The official PyTorch implementation of L2CS-Net for gaze estimation and tracking

llama-gpt icon llama-gpt

A self-hosted, offline, ChatGPT-like chatbot. Powered by Llama 2. 100% private, with no data leaving your device.

mapping_room icon mapping_room

SplaTAM: Splat, Track & Map 3D Gaussians for Dense RGB-D SLAM

mobilesam icon mobilesam

This is the offiicial code for Faster Segment Anything (MobileSAM) project that makes SAM lightweight

monoscene icon monoscene

MonoScene: Monocular 3D Semantic Scene Completion. CVPR 2022

mppi_numba icon mppi_numba

A GPU implementation of Model Predictive Path Integral (MPPI) control that uses a probabilistic traversability model for planning risk-aware trajectories.

mtl icon mtl

Unofficial implementation of: Multi-task learning using uncertainty to weigh losses for scene geometry and semantics

multitask-learning icon multitask-learning

MSc group project: Reproduction of 'Multi-Task Learning using Uncertainty to Weigh Losses for Scene Geometry and Semantics'; A. Kendall, Y. Gal, R. Cipolla

mvdiffusion icon mvdiffusion

MVDiffusion: Enabling Holistic Multi-view Image Generation with Correspondence-Aware Diffusion

nerf-pytorch icon nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

occnerf icon occnerf

Code of "OccNeRF: Self-Supervised Multi-Camera Occupancy Prediction with Neural Radiance Fields".

openpilot icon openpilot

openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 200 supported car makes and models.

ot_3dep_workflows icon ot_3dep_workflows

Jupyter Notebook-based workflows for programmatically accessing, processing, and visualizing 3D Elevation Program (3DEP) lidar data

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