deeplearnphysics/larcv2 repository overview

⁠LArCV: Liquid Argon Computer Vision

Image/Volumetric data processing framework developed for particle imaging detectors (LArTPC primarily though much of capability, if not all, is not constrained to it). Developed to interface (LAr)TPC experiment software data to a deep neural network frameworks. Get to know more about this software @ our Wiki⁠

This repository provides larcv docker images with ML libraries (pytorch/tensorflow) as well as other handy python modules. As a result, images tend to be big. To avoid everyone having to download a large image file, we provide multiple intermediate builds from which a user can pick an appropriate one with a smaller image size.

⁠Tags

• ub20.04-cuda11.3-cudnn8-pytorch1.10.0 ... (7.4GB) ... the base image built on top of NVIDIA cuda11.3 + scientific python libraries + pytorch (1.10.0) + tensorflow (2.6.1)
• ub20.04-cuda11.3-cudnn8-pytorch1.10.0-extra ... (7.7GB) ... + larcv2
• ub20.04-cuda11.3-cudnn8-pytorch1.10.0-larndsim ... (8.6GB) ... + GEANT4 + edep-sim + larnd-sim

⁠Wiki

Checkout the Wiki⁠ for notes on using this code.