prisma

Image inference pipeline

A software framework for performing multiple inferences from images or videos and exporting derived data for various applications.

Computational photography pipeline that performs multiple inferences from any image or video.

GitHub

222 stars
8 watching
8 forks
Language: Python
last commit: 10 months ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
luispedro/mahotas A library of fast computer vision algorithms implemented in C++ for speed, operating over numpy arrays. 844
ros-perception/image_pipeline A ROS package providing an image processing pipeline 800
hxyou/idealgpt A deep learning framework for iteratively decomposing vision and language reasoning via large language models. 32
azavea/raster-vision A framework and library for building computer vision models on large imagery sets using deep learning. 2,082
torchpipe/torchpipe A C++ library that provides a multi-instance pipeline parallel framework for accelerating deep learning inference on various hardware accelerators. 144
phenopolis/pluto A fast and convenient image processing library with support for various formats and operations. 68
anuragranj/back2future.pytorch An implementation of unsupervised learning for multi-frame optical flow with occlusions using PyTorch. 111
roboflow/inference A platform for deploying and fine-tuning computer vision models in production-ready environments. 1,371
simonfuhrmann/mve An end-to-end pipeline for image-based geometry reconstruction 1,001
tylermorganwall/rayimage An image processing library with functions to simulate camera effects and manipulate images 50
progamergov/neural-dream An implementation of DeepDream algorithm using PyTorch for image processing and computer vision. 132
ternaus/iglovikov_segmentation A deep learning-based semantic segmentation pipeline using the Catalyst framework. 20
artix41/avo-pytorch A method to solve likelihood-free inference problems using an optimization approach 43
thephpleague/pipeline Provides a flexible pipeline pattern implementation to compose sequential stages and process payloads in a composable manner. 960
nvidia/semantic-segmentation Monorepo implementing PyTorch-based neural network architecture for image segmentation 1,777