A high quality dataset which contains the collection of fire and non-fire images from various sites
This dataset is manually preprocessed from various dataset link to provide good accuracy for your models. I am attributing the datasources for your reference
- Roberry and Fire Detection - Ref
- Fire Detection dataset by cair Github Link
- Other places of internet itself