prism
InSPyReNet
prism | InSPyReNet | |
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5 | 1 | |
101 | 310 | |
- | - | |
0.0 | 3.8 | |
almost 2 years ago | 5 months ago | |
Python | Python | |
MIT License | MIT License |
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prism
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Stable Diffusion might be the holy grail.
I'll point you towards Prism, then. As far as style transfer goes, it's the best I've found so far. Extremely simple to run in colab and offline, plus the results are quite good for what it's doing. I used it a ton before I started running Face Portrait v2 offline as a general "art" filter for things I'm working on. It does stylization and some facial morphing in one pass, which adds a lot more personality than style transfer alone. You can also use it on anything, not just faces.
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Best High Resolution Style Transfer
My best results are with https://github.com/moritztng/prism, but this only gets me to ~4MP max.
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How is it Possible To Create High Res Images With Low Res Network?
Naive question here. I notice a lot of style transfer libraries (e.g. https://github.com/moritztng/prism) can create high res images (2048x2048) or bigger.
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The Apple, Me, AI-Assisted Digital Collage, 2021
This is a mix of original photography, Prism, and some quick finalizations in Photoshop. The goal was to create something of an ironic still life.
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I built a shop based on style transfer where you can buy personal artworks as canvas prints
Code: https://github.com/moritztng/prism
InSPyReNet
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[R] Revisiting Image Pyramid Structure for High Resolution Salient Object Detection (InSPyReNet)
Github: https://github.com/plemeri/InSPyReNet
What are some alternatives?
style-transfer-pytorch - Neural style transfer in PyTorch.
transparent-background - This is a background removing tool powered by InSPyReNet (ACCV 2022)
pytorch-AdaIN - Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
style-transfer-app - An asynchronous dual application (web + Telegram bot) for stylization images.
PatchFusion - [CVPR 2024] An End-to-End Tile-Based Framework for High-Resolution Monocular Metric Depth Estimation
animegan2-pytorch - PyTorch implementation of AnimeGANv2
stable-diffusion-webui - Stable Diffusion web UI
Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
pytorch-tutorial - PyTorch Tutorial for Deep Learning Researchers