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Update render script and Makefile

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Jonas Zeunert
2024-04-22 21:54:39 +02:00
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 Awesome Software for Image Coloring !Awesome (https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg) (https://github.com/sindresorhus/awesome)
 Awesome Software for Image Coloring !Awesome (https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg) (https://github.com/sindresorhus/awesome)
A curated list of awesome AI-powered image coloring frameworks, libraries and software. Inspired by josephmisiti/awesome-machine-learning. It's a good idea to explore the GitHub topic as well - Topic "Image 
colorization" (https://github.com/topics/image-colorization). In comparison to the awesome list MarkMoHR/Awesome-Image-Colorization (which focuses on research papers), I focus on practical open-source software.
A curated list of awesome AI-powered image coloring frameworks, libraries and software. Inspired by josephmisiti/awesome-machine-learning. It's a good idea to explore the GitHub topic as well
- Topic "Image colorization" (https://github.com/topics/image-colorization). In comparison to the awesome list MarkMoHR/Awesome-Image-Colorization (which focuses on research papers), I focus 
on practical open-source software.
Considerations
Most of the software runs in Python, and requires some kind of an AI frameworks (e.g. Tensorflow) - which means you may need a GPU with a configured CUDA toolkit to run it in a reasonable time. 
Most of the software runs in Python, and requires some kind of an AI frameworks (e.g. Tensorflow) - which means you may need a GPU with a configured CUDA toolkit to run it in a reasonable 
time. 
Frameworks and libraries
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Tensorflow
⟡ Automatic Image Colorization (https://github.com/Armour/Automatic-Image-Colorization) - Automatic Image Colorization using TensorFlow based on Residual Encoder Network http://tinyclouds.org/colorize/
⟡ Automatic Image Colorization
 (https://github.com/Armour/Automatic-Image-Colorization) - Automatic Image Colorization using TensorFlow based on Residual Encoder Network http://tinyclouds.org/colorize/
⟡ Image Colorization using Convolutional Networks (https://github.com/shekkizh/Colorization.tensorflow) - Image colorization using CNNs in tensorflow.
⟡ Image and video colorizer (https://github.com/PrimozGodec/ImageColorization) - Image and video colorizer is package for automatic image and video colorization. Models are already trained.
⟡ PIC - Probabilistic Image Colorization (https://github.com/ameroyer/PIC) - Probabilistic Image Colorization https://arxiv.org/abs/1705.04258
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PyTorch
⟡ Interactive Deep Colorization in PyTorch (https://github.com/richzhang/colorization-pytorch) - PyTorch reimplementation of Interactive Deep Colorization https://richzhang.github.io/ideepcolor/
⟡ Interactive Deep Colorization in PyTorch
 (https://github.com/richzhang/colorization-pytorch) - PyTorch reimplementation of Interactive Deep Colorization https://richzhang.github.io/ideepcolor/
⟡ Automatic Image Colorization (https://github.com/kainoj/colnet) - Automatic Image Colorization with Simultaneous Classification – based on "Let there be Color!".
⟡ Image colorization with GANs (https://github.com/karoly-hars/GAN_image_colorizing) - Image colorization with generative adversarial networks on the CIFAR10 dataset.
⟡ Colorful Image Colorization PyTorch (https://github.com/Time0o/pytorch-colorful-colorization) - A from-scratch PyTorch implementation of "Colorful Image Colorization" by Zhang et al. created for the Deep 
Learning in Data Science course at KTH Stockholm.
⟡ Colorful Image Colorization PyTorch (https://github.com/Time0o/pytorch-colorful-colorization) - A from-scratch PyTorch implementation of "Colorful Image Colorization" by Zhang et al. 
created for the Deep Learning in Data Science course at KTH Stockholm.
⟡ Colorful Image Colorization (https://github.com/Epiphqny/Colorization) - Pytorch implementation of the paper Colorful Image Colorization https://arxiv.org/abs/1603.08511
⟡ Square-Images-Colorization (https://github.com/done1892/Square-Images-Colorization) - Colorization algorithms for images depicting cities squares
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C#
⟡ StyleTransfer-Colorization-SuperResolution (https://github.com/ColorfulSoft/StyleTransfer-Colorization-SuperResolution) - Demonstration implementations of neural network image processing algorithms.
⟡ StyleTransfer-Colorization-SuperResolution
 (https://github.com/ColorfulSoft/StyleTransfer-Colorization-SuperResolution) - Demonstration implementations of neural network image processing algorithms.
Language-based colorization