This repo contains a Control Net model trained on my custom dog dataset: Dataset Link. I have trained this model on 2 A100 GPU clusters using distributed training enabled through PyTorch Lightning API. It has been trained for 1 epoch for a duration of 4-5 hours. The model achieves good results. Custom Control-Net is specialized in dogs trained from scratch with the aforementioned custom dog dataset.