raster-vision
Image processing framework
A framework and library for building computer vision models on large imagery sets using deep learning.
An open source library and framework for deep learning on satellite and aerial imagery.
2k stars
71 watching
388 forks
Language: Python
last commit: 20 days ago
Linked from 4 awesome lists
classificationcomputer-visiondeep-learninggeospatialmachine-learningobject-detectionpytorchremote-sensingsemantic-segmentation
Related projects:
Repository | Description | Stars |
---|---|---|
imagej/imagej2 | A Java-based software framework for processing multidimensional image data in scientific imaging applications. | 1,192 |
luispedro/mahotas | A library of fast computer vision algorithms implemented in C++ for speed, operating over numpy arrays. | 844 |
samvera/node-iiif | An image processing module implementing the IIIF Image API | 27 |
albertoruiz/easyvision | A Haskell framework for fast prototyping of computer vision and image processing applications. | 94 |
mahmoudnafifi/cie_xyz_net | A software framework for unprocessing images to enhance low-level computer vision tasks using color processing and deep neural networks. | 79 |
aitorzip/keras-icnet | A deep learning framework for real-time image segmentation on high-resolution images using convolutional neural networks | 86 |
tylermorganwall/rayimage | An image processing library with functions to simulate camera effects and manipulate images | 50 |
nvlabs/prismer | A deep learning framework for training multi-modal models with vision and language capabilities. | 1,298 |
jaiverma/matlab | A collection of MATLAB code examples for various digital image processing tasks. | 36 |
remicres/otbtf | A tool for building and applying deep learning models to process remote sensing images using the Orfeo ToolBox framework. | 161 |
tobypde/frrn | A software framework for training and evaluating full-resolution residual networks for semantic image segmentation tasks | 280 |
sinashish/multi-scale-attention | A deep learning framework for medical image segmentation using multi-scale guided attention mechanisms to improve accuracy and reduce irrelevant information. | 460 |
anuragranj/back2future.pytorch | An implementation of unsupervised learning for multi-frame optical flow with occlusions using PyTorch. | 111 |
zhirongw/deep-mrf | A deep learning model for probabilistic image representation and generation based on Markov Random Fields | 76 |
gregwar/image | A PHP library to handle and manipulate images through various transformations and effects. | 1,004 |