Deep Learning for Object Detection with DIGITS

Figure 1: A screenshot of DIGITS 4 showing the input image (top) and the final result with bounding boxes around detected vehicles (bottom). Today I’m excited to announce the availability of NVIDIA DIGITS 4. DIGITS 4 introduces a new object detection workflow and DetectNet, a new deep neural network for object detection that enables data scientists and researchers to train models that can detect instances of faces, pedestrians, traffic signs, vehicles and other objects in images.Object detection is one of the most challenging problems in computer vision and is the first step in several computer vision applications. The goal of an object detection system is to detect all instances of objects of a known category in an image. Figure 1 shows the final results of an object detection system trained…


Link to Full Article: Deep Learning for Object Detection with DIGITS