Instructions to use GreeneryScenery/SheepsControlV3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use GreeneryScenery/SheepsControlV3 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline from diffusers.utils import load_image # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("GreeneryScenery/SheepsControlV3", dtype=torch.bfloat16, device_map="cuda") prompt = "Turn this cat into a dog" input_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/cat.png") image = pipe(image=input_image, prompt=prompt).images[0] - Notebooks
- Google Colab
- Kaggle
| 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'> |