---
datasets:
- GreeneryScenery/SheepsNetV2
pipeline_tag: image-to-image
tags:
- art
- ControlNet
---

# V3

1 epoch. 🤗 Honestly, [V2](https://huggingface.co./GreeneryScenery/SheepsControlV2) might be better. Try it [here](https://replicate.com/greeneryscenery/sheeps-control-v3).

Flaws:
- The conditioning image does not really affect the output image

Things to improve:
- More epochs
- Better prompts
- More data
- Preprocess the data

<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/overview.png'>

## Examples (Cherry-picked)
1.
Conditioning image:
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/61212.png' style = 'width: 256px'>

Images:

A pig
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/A pig.png' style = 'width: 256px'>

Cow, trending on artstation, artstationHD, artstationHQ, patreon, 4k, 8k
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/Cow, trending on artstation, artstationHD, artstationHQ, patreon, 4k, 8k.png' style = 'width: 256px'>

Donkey, trending on artstation, artstationHD, artstationHQ, patreon, 4k, 8k.png
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/Donkey, trending on artstation, artstationHD, artstationHQ, patreon, 4k, 8k.png' style = 'width: 256px'>

Goat, trending on artstation, artstationHD, artstationHQ, patreon, 4k, 8k
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/Goat, trending on artstation, artstationHD, artstationHQ, patreon, 4k, 8k.png' style = 'width: 256px'>

Horse
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/Horse.png' style = 'width: 256px'>

Sheep, trending on artstation, artstationHD, artstationHQ, patreon, 4k, 8k
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/Sheep, trending on artstation, artstationHD, artstationHQ, patreon, 4k, 8k.png' style = 'width: 256px'>

2.
Conditioning image:
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/1808816.png' style = 'width: 256px'>

Images:

Fire hydrant, trending on artstation, artstationHD, artstationHQ, patreon, 4k, 8k
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/Fire hydrant, trending on artstation, artstationHD, artstationHQ, patreon, 4k, 8k.png' style = 'width: 256px'>

Fire hydrant
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/Fire hydrant.png' style = 'width: 256px'>

Red fire hydrant with white background
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/Red fire hydrant with white background.png' style = 'width: 256px'>

Red fire hydrant
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/Red fire hydrant.png' style = 'width: 256px'>

3.
Conditioning image:
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/125733.png' style = 'width: 256px'>

Images:

A bicycle
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/A bicycle.png' style = 'width: 256px'>

Bicycle, blue
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/Bicycle, blue.png' style = 'width: 256px'>

Bicycle, realistic
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/Bicycle, realistic.png' style = 'width: 256px'>

Bicycle, red
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/Bicycle, red.png' style = 'width: 256px'>

Bicycle, trending on artstation, artstationHD, artstationHQ, patreon, 4k, 8k
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/Bicycle, trending on artstation, artstationHD, artstationHQ, patreon, 4k, 8k.png' style = 'width: 256px'>

Bicycle
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/Bicycle.png' style = 'width: 256px'>

4.
Conditioning image:
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/156852.png' style = 'width: 256px'>

Images:

Airplane, sideview, top
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/Airplane, sideview, top.png' style = 'width: 256px'>

Airplane, trending on artstation, artstationHD, artstationHQ, patreon, 4k, 8k
<img src = 'https://huggingface.co./GreeneryScenery/SheepsControlV3/resolve/main/Airplane, trending on artstation, artstationHD, artstationHQ, patreon, 4k, 8k.png' style = 'width: 256px'>