DeepFloyd-IF-colab

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DeepFloyd-IF-colab

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# 🚦 WIP 🚦

## 🦒 Colab

| Colab | Version
| --- | --- |
[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/camenduru/DeepFloyd-IF-colab/blob/main/DeepFloyd-IF-I-M-v1.0-final.ipynb) | Free Colab T4 Image Gen (Core Lib) (Recommended)
[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/camenduru/DeepFloyd-IF-colab/blob/main/DeepFloyd-IF-I-M-v1.0.ipynb) | Pro Colab A100 (Diffusers Lib) (Gradio)
[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/camenduru/DeepFloyd-IF-colab/blob/main/DeepFloyd-IF-I-M-v1.0-Image.ipynb) | Free Colab T4 Image Gen (Diffusers Lib)
[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/camenduru/DeepFloyd-IF-colab/blob/main/DeepFloyd-IF-I-M-v1.0-Image-Variation.ipynb) | Free Colab T4 Image Variation Gen (Diffusers Lib)
[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/camenduru/DeepFloyd-IF-colab/blob/main/DeepFloyd-IF-I-M-v1.0-Inpainting.ipynb) | Free Colab T4 Inpainting (Diffusers Lib)

## 🦆 Kaggle

| Kaggle | Version
| --- | --- |
[![Open In Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://www.kaggle.com/code/camenduru/deep-floyd-if-kaggle-ipynb)  | Free Colab T4 Image Gen (Core Lib)

## Tutorial

### Free Colab (T4)
https://www.youtube.com/watch?v=4zglOVF0jSk

### Pro Colab (A100)
https://www.youtube.com/watch?v=KRcXonSwa50

## Main Repo
https://github.com/deep-floyd/IF

## Paper
https://arxiv.org/abs/2205.11487

## Code License
https://github.com/deep-floyd/IF/blob/main/LICENSE

## Model License 
https://github.com/deep-floyd/IF/blob/main/LICENSE-MODEL

## Output
### Stage-I: 64px
![stage1](https://user-images.githubusercontent.com/54370274/235267686-bb20a748-077e-4d6d-9612-9dcb706d7f6f.png)

### Stage-II: 64px --> 256 px
![stage2](https://user-images.githubusercontent.com/54370274/235267689-1131d701-6719-4d16-85c0-70f2859d7e58.png)

### Stage-III: 256px --> 1024px
a teddy bear looking curiously in the mirror, seeing a cat. 
![stage3-1](https://user-images.githubusercontent.com/54370274/235267830-44158274-804e-4717-9528-7c024f3644e4.png)

modern digital portrait of antique statue of venus in bikini only in style of cyberpunk glitchcore synthwave art, award prize winning best art masterpiece, reddit top art of all time, trending on artstation, minimalism, neon lady woman, noir glitch
![stage3-2](https://user-images.githubusercontent.com/54370274/235267832-62e940e2-3381-451f-923f-9f525b434cc7.png)

photo of dark temple, golden treasure, high detail, smoke, sharp, fog 
![stage3-3](https://user-images.githubusercontent.com/54370274/235267835-fd76c0c2-16fb-4f2a-a094-b8271907bbd5.png)

glowing mushrooms in a natural environment with smoke in the frame 
![stage3-4](https://user-images.githubusercontent.com/54370274/235267837-dd5239b1-7685-424c-be9b-35b29ee2b327.png)

DeepFloyd-IF-colab

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