Top 9 convolutional-network Open-Source Projects

Pytorch-UNet

2 8,397 3.9 Python

PyTorch implementation of the U-Net for image semantic segmentation with high quality images
darkflow

2 6,128 0.0 Python

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
InfluxDB

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deep-learning-v2-pytorch

1 5,176 0.0 Jupyter Notebook

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
towhee

26 3,001 8.6 Python

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

Project mention: FLaNK Stack Weekly for 14 Aug 2023 | dev.to | 2023-08-14

pytorch-image-classification

1 899 2.6 Jupyter Notebook

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
glasses

2 413 1.8 Jupyter Notebook

High-quality Neural Networks for Computer Vision 😎
affnet

1 261 0.0 Python

Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"
SaaSHub

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stringlifier

1 157 0.0 Python

Stringlifier is on Opensource ML Library for detecting random strings in raw text. It can be used in sanitising logs, detecting accidentally exposed credentials and as a pre-processing step in unsupervised ML-based analysis of application text data.
GTSRB

1 108 10.0 Jupyter Notebook

Convolutional Neural Network for German Traffic Sign Recognition Benchmark

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Index

What are some of the best open-source convolutional-network projects? This list will help you:

	Project	Stars
1	Pytorch-UNet	8,397
2	darkflow	6,128
3	deep-learning-v2-pytorch	5,176
4	towhee	3,001
5	pytorch-image-classification	899
6	glasses	413
7	affnet	261
8	stringlifier	157
9	GTSRB	108