Object detection takes image classification one step further and provides the bounding box where detected objects are located. Segmentation comes in two flavors: semantic segmentation and instance ...

Deep learning has revolutionised the field of image analysis and object detection by enabling computational models to learn hierarchical representations from vast datasets.

Deep learning techniques like Convolutional Neural Networks (CNNs) have proven to be especially powerful in tasks such as image classification, object detection, and semantic segmentation.

Image classification is one of AI's most common tasks, where a system is required to recognize an object from a given image. Yet real life requires us to recognize not a single standalone object but ...

Object detection models are much more complex than image classification networks and require more memory. “We added computer vision support to Edge Impulse back in 2020, and we’ve seen a ...