AI · alternatives · 2026

24 alternatives to Image Processing in Cellular Neural Networks with Python

Image Processing with Cellular Neural Networks in Python - ankitaggarwal011/PyCNN

PyCNN is a Python library for image processing using cellular neural networks, a type of artificial intelligence architecture. It is designed for developers and researchers who need to perform image analysis and… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Image Processing in Cellular Neural Networks with Python launched in 2015; newer entries below may have overtaken it.

1
Colornet▲341
Neural Network to colorize grayscale images
2016 · github.com · its alternatives →
2
Open source colorizing grayscale images with NN▲219
Neural Network to colorize grayscale images. Contribute to pavelgonchar/colornet development by creating an account on GitHub.
2016 · github.com · its alternatives →
3
TensorFlow 1.0▲823
Open-source machine learning library by Google
2017 · tensorflow.org · its alternatives →
4
Neural networks tutorial series with code▲107
The simplest form of an artificial neural network explained and demonstrated. - GitHub - gokadin/ai-simplest-network: The simplest form of an artificial neural network explained and demonstrated.
2020 · github.com · its alternatives →
5
A perceptron with stochastic gradient descent in Go▲94
A single / multi layer / recurrent neural network written in Golang. - made2591/go-perceptron-go
2017 · github.com · its alternatives →
6
MakeML▲274
Train Neural Networks without a line of code
2019 · makeml.app · its alternatives →
7
Thinc, a new deep learning library by the makers of spaCy and FastAPI▲250
Thinc is a lightweight type-checked deep learning library for composing models, with support for layers defined in frameworks like PyTorch and TensorFlow.
2020 · thinc.ai · its alternatives →
8
Neural network color recognition▲47
Trains a Hopfield recurrent neural network to recognize colors and uses it to interpret images. - mateogianolio/hopfield-colors
2015 · github.com · its alternatives →
9GC
Graph Convolutional Networks – Intro to neural networks on graphs▲106
Many important real-world datasets come in the form of graphs or networks: social networks, knowledge graphs, protein-interaction networks, the World Wide Web, etc. (just to name a few). Yet, until recently, very little attention has been devoted to the generalization of neural...
2016 · tkipf.github.io · its alternatives →
10
Mask R-CNN Neural Network for Mapping Sport Fields in OpenStreetMap▲94
Use Mask R-CNN/Keras/TensorFlow and OSM to find features in satellite images for fun. - jremillard/images-to-osm
2018 · github.com · its alternatives →
11N5
NN-512 – Generate standalone C code for neural nets▲111
2020 · nn-512.com · its alternatives →
12
A completely handwritten deep neural network in python▲13
A handwritten multilayer perceptron classifer using numpy. - meetvora/mlp-classifier
2016 · github.com · its alternatives →
13IA
Inside a Neural Network▲13
An introduction to building a basic feedforward neural network with backpropagation in Python.
2018 · enlight.nyc · its alternatives →
14NN
Neural network turns photos into a specific style of painting▲75
Free to use online neural network photo to painting generator.
2015 · instapainting.com · its alternatives →
15
Fast Style Transfer in TensorFlow▲184
TensorFlow CNN for fast style transfer ⚡🖥🎨🖼. Contribute to lengstrom/fast-style-transfer development by creating an account on GitHub.
2016 · github.com · its alternatives →
16
Sonnet▲134
A new library for constructing neural networks from DeepMind
2017 · deepmind.google · its alternatives →
17
LambdaNet – A functional neural network library written in Haskell▲56
Purely functional artificial neural network library implemented in Haskell. - jbarrow/LambdaNet
2014 · github.com · its alternatives →
18
Neural Painter▲85
Paint artistic patterns using random neural network
2016 · github.com · its alternatives →
19
Tensorflow implementation of Conditional PixelCNN▲56
Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network - anantzoid/Conditional-PixelCNN-decoder
2016 · github.com · its alternatives →
20
Object Detection with Pytorch▲21
An online course on how to detect objects in real time
2019 · lode88vn.skin · its alternatives →
21AV
A Visual and Interactive Guide to the Basics of Neural Networks▲63
Discussions: Hacker News (63 points, 8 comments), Reddit r/programming (312 points, 37 comments) Translations: Arabic, French, Spanish Update: Part 2 is now live: A Visual And Interactive Look at Basic Neural Network Math Motivation I’m not a machine learning expert. I’m a software engineer by train
2016 · jalammar.github.io · its alternatives →
22
Comgra: A library for debugging and understanding neural networks▲66
I'm a machine learning engineer and researcher. I got fed up with how difficult it is to understand why neural networks behave the way they do, so i wrote a library to help with it. Comgra (computation graph analysis) is a library you can use with pytorch to extract all the tensor data you care about and visualize it graphically in a browser. This allows for a much more detailed analysis of what is happening than the usual approach of using tensorboard. You can go investigate tensors as training proceeds, drill down into individual neurons, inspect single data sets that are of special…
2023 · github.com · its alternatives →
23
I wrote a minimal deep learning library from scratch in Python▲25
A minimalist deep learning library written from scratch in Python - sradc/SmallPebble
2021 · github.com · its alternatives →
24
TensorFlow 1.0▲80
Open-source machine learning library by Google
2018 · tensorflow.org · its alternatives →

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