Learn how to build an object detection system using TensorFlow and OpenCV, including installing the necessary dependencies, finding pretrained models, and building the object detector.
•15m read time• From blog.gopenai.com
Table of contents
Building an object detector: prerequisitesInstalling TensorFlow and OpenCVInstalling the TensorFlow Object Detection APITensorFlow Model Zoo: Pretrained Models for Object DetectionBuilding the object detectorPart 1: Laying the FoundationPython importsDisable the GPU if necessaryCreate the class and initializerSetup mechanismHelper functionsPart 2: Writing the detection functionsGeneral detection functionDetect function for imagesDetect function for videosPart 3: Creating the detection callsFull Model CodeRunning the object detectorOn photosOn videosSummaryReferencesSort: