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The Top 23 Python Convolution Open Source Projects

Open source projects categorized as Python Convolution
Numpy Ml ⭐ 14,162
Machine learning, in numpy
total releases 3most recent commit 6 months ago
Spektral ⭐ 2,317
Graph Neural Networks with Keras and Tensorflow 2.
dependent packages 6total releases 34most recent commit 3 months agopypi spektral} Downloads
Semantic Segmentation Suite ⭐ 2,311
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
most recent commit 3 years ago
3dunetcnn ⭐ 1,750
Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation
most recent commit 3 months ago
Fast Wavenet ⭐ 1,620
Speedy Wavenet generation using dynamic programming ⚡
most recent commit 7 years ago
Tensorflow Resnet ⭐ 1,519
ResNet model in TensorFlow
most recent commit 6 years ago
Spconv ⭐ 1,504
Spatial Sparse Convolution Library
total releases 38most recent commit 7 months ago
Capsgnn ⭐ 1,180
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
most recent commit a year ago
Detectors ⭐ 1,055
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution
most recent commit 2 years ago
Cnn Watermark Removal ⭐ 911
Fully convolutional deep neural network to remove transparent overlays from images
most recent commit 3 years ago
Pconv Keras ⭐ 868
Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai
most recent commit a year ago
Pytorch Deform Conv ⭐ 866
PyTorch implementation of Deformable Convolution
most recent commit 3 years ago
Conformer ⭐ 809
[Unofficial] PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)
most recent commit 4 months ago
Dsp Theory ⭐ 792
Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.
most recent commit a year ago
Acnet ⭐ 768
ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks
most recent commit a year ago
Dilation ⭐ 715
Dilated Convolution for Semantic Image Segmentation
most recent commit 6 years ago
Partialconv ⭐ 715
A New Padding Scheme: Partial Convolution based Padding
most recent commit 4 years ago
Kpconv Pytorch ⭐ 681
Kernel Point Convolution implemented in PyTorch
most recent commit 3 months ago
Condensenet ⭐ 655
CondenseNet: Light weighted CNN for mobile devices
most recent commit 4 years ago
Fastfcn ⭐ 636
FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation.
most recent commit 4 years ago
Tusimple Duc ⭐ 575
Understanding Convolution for Semantic Segmentation
most recent commit 3 years ago
Pytorch Inpainting With Partial Conv ⭐ 562
Unofficial pytorch implementation of 'Image Inpainting for Irregular Holes Using Partial Convolutions' [Liu+, ECCV2018]
most recent commit 3 months ago
Attention Cnn ⭐ 550
Source code for "On the Relationship between Self-Attention and Convolutional Layers"
most recent commit 4 years ago
The 10 Most Depended On Python Convolution Open Source Projects
Julius ⭐ 290
Fast PyTorch based DSP for audio and 1D signals
dependent packages 6total releases 11latest release September 20, 2022most recent commit 2 years agopypi julius} Downloads
Spektral ⭐ 2,317
Graph Neural Networks with Keras and Tensorflow 2.
dependent packages 6total releases 34latest release June 01, 2023most recent commit 3 months agopypi spektral} Downloads
Mygrad ⭐ 166
Drop-in autodiff for NumPy.
dependent packages 3total releases 24latest release January 01, 2022most recent commit 10 months agopypi mygrad} Downloads
Gputools ⭐ 99
GPU accelerated image/volume processing in Python
dependent packages 2total releases 21latest release January 05, 2017most recent commit a year agopypi gputools} Downloads
E2cnn ⭐ 534
E(2)-Equivariant CNNs Library for Pytorch
dependent packages 2total releases 11latest release October 21, 2021most recent commit 6 months agopypi e2cnn} Downloads
Networks ⭐ 6
Library which can be used to build feed forward NN, Convolutional Nets, Linear Regression, and Logistic Regression Models.
dependent packages 1total releases 8latest release October 23, 2017most recent commit 6 years agopypi networks} Downloads
Acsconv ⭐ 138
[IEEE JBHI] Reinventing 2D Convolutions for 3D Images - 1 line of code to convert pretrained 2D models to 3D!
dependent packages 1total releases 2latest release January 27, 2022most recent commit 9 months agopypi ACSConv} Downloads
Indexedconv ⭐ 15
Code for the indexed convolution
dependent packages 1total releases 7latest release November 04, 2022most recent commit a year agopypi IndexedConv} Downloads
Cygrid ⭐ 33
Cygrid is a cython-powered convolution-based gridding module for astronomy
dependent packages 1total releases 14latest release January 25, 2021most recent commit 7 months agopypi cygrid} Downloads
The 10 Latest Releases In Python Convolution Open Source Projects
Einconv ⭐ 11
Convolutions and more as einsum for PyTorch
total releases 1latest release July 03, 2023most recent commit 5 months ago
Spektral ⭐ 2,317
Graph Neural Networks with Keras and Tensorflow 2.
dependent packages 6total releases 34latest release June 01, 2023most recent commit 3 months agopypi spektral} Downloads
Indexedconv ⭐ 15
Code for the indexed convolution
dependent packages 1total releases 7latest release November 04, 2022most recent commit a year agopypi IndexedConv} Downloads
Julius ⭐ 290
Fast PyTorch based DSP for audio and 1D signals
dependent packages 6total releases 11latest release September 20, 2022most recent commit 2 years agopypi julius} Downloads
Spconv ⭐ 1,504
Spatial Sparse Convolution Library
total releases 38latest release June 11, 2022most recent commit 7 months ago
Alphacsc ⭐ 105
Convolution dictionary learning for time-series
total releases 9latest release May 12, 2022most recent commit a year ago
Acsconv ⭐ 138
[IEEE JBHI] Reinventing 2D Convolutions for 3D Images - 1 line of code to convert pretrained 2D models to 3D!
dependent packages 1total releases 2latest release January 27, 2022most recent commit 9 months agopypi ACSConv} Downloads
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