TensorFlow Object Detection API

Overview

Learn to implement object detection using the TensorFlow Object Detection API in this comprehensive tutorial series. Begin with an introduction to the API, then progress through adapting it to video feeds, tracking custom objects, creating TFRecords, training a custom object detector, and finally testing your custom detector. Gain hands-on experience with each step of the object detection process, from data preparation to model deployment, in this practical and in-depth guide.

Syllabus

Intro - TensorFlow Object Detection API Tutorial p.1.
Adapting to video feed - TensorFlow Object Detection API Tutorial p.2.
Tracking Custom Objects - TensorFlow Object Detection API Tutorial p.3.
Creating TFRecords - TensorFlow Object Detection API Tutorial p.4.
Training Custom Object Detector - TensorFlow Object Detection API Tutorial p.5.
Testing Custom Object Detector - TensorFlow Object Detection API Tutorial p.6.