Repository for the Object Detection with Vertex AI and AutoML talk which was presented at the October 2022 GDG Phoenix meetup.

• Slide deck: Slide deck for the talk in PDF format
• Example Android App: A copy paste of the TensorFlow Lite Object Detection Android Demo with dice detection TFLite model trained using the Six-Sided Dice Dataset from Kaggle

• Object Detection in 20 Years: A Survey
• Object Detection using YOLOv5 and OpenCV DNN in C++ and Python
• YOLO v5
• YOLO Algorithm and YOLO Object Detection
• COCO Dataset

• Vertex AI
• Vertex AI NAS Announcement 11/30/2021
• AutoML Beginner's Guide

• TensorFlow Lite Object Detection Android Demo
• Easier object detection on mobile with TensorFlow Lite
• TensorFlow post-training quantization

• Six-sided Dice Dataset
• Real-time dice detection and classification