Stable Diffusion fine-tuning from a seed image dataset pipeline

[RobbeSneyders]

Create an example pipeline to create a dataset for fine-tuning Stable Diffusion based on a seed dataset from the Hugging Face hub.

The components needed are:

Components

Beta Give feedback

1. Load from Hugging Face hub component #100
   Components +1
   
2. Image embedding component #101
   Components +1
   
3. Embedding-based LAION retrieval component #102
   Components +1
   
4. Image downloading component #96
   Components +1
   
5. Image resolution filtering component #97
   Components +1
   
6. Captioning component #98
   Components +1
   
7. Write to Hugging Face hub component #113
   Components +1
   
8. Add Stable Diffusion example README #121
   Components documentation +2
   

The final dataset should ideally be registered to the Hugging Face hub.

[PhilippeMoussalli]

Should we have a final component that is generic Huggingface dataset writer? Similar to the loading component