Providing state of the art solutions for fire and smoke detection.
At the current stage, it's able to provide:
- Fire & smoke detection: A custom object detection and image classification model able to identify the presence of smoke and fire in a multitude of scenarios, including forests.
The model is based on a pre-trained YOLOv5 Object Detection model, which was finetuned on a custom made dataset.
The original plan was to utilize a drone, with the model and the pipeline mounted on top, to discover possible wildfires.