Deep learning has revolutionised object detection by enabling end-to-end trainable systems that learn both feature representation and localisation. Early two-stage detectors extracted region proposals ...

Deep learning has revolutionised object detection by automating the localisation and classification of items within images. Contemporary systems employ convolutional neural network (CNN) backbones to ...

A comparison of the number of research papers in two types of COD, traditional and deep learning, within Image-level and Video-level applications. The bar chart shows the increase in overall research ...