Creating accurate machine learning models that are capable of identifying and localizing multiple objects in a single image has remained a core challenge in computer vision. But with recent advancements in deep learning, object detection applications are easier to develop than ever before. TensorFlow’s object detection API is an open-source framework built on top of TensorFlow that makes it easy to construct, train, and deploy object detection models.
You can go through this real-time object detection video lecture where our deep learning training expert discusses how to detect an object in real time using TensorFlow.