Abstract: With the development of deep convolutional neural networks, significant progress has been made in object detection over the past few years. Current detection algorithms demonstrate high ...

D-Fire is an image dataset of fire and smoke occurrences designed for machine learning and object detection algorithms with more than 21,000 images. All images were annotated according to the YOLO ...

The project showcases how to isolate foreground objects from the background using methods such as GrabCut and threshold-based segmentation. GrabCut is an advanced foreground extraction technique. It ...