Anant is a Software Engineer at Google, working on bringing AI based dubbing to YouTube. Having worked on Google Lens, Video Publishing Infrastructure at Facebook (Meta) and Physical Stores Tech at Amazon, he has a wealth of experience in Distributed Systems and Applied Machine Learning.
Anant Chowdhary
Google
Image Recognition, Object Detection, Model Evaluation and Customization with MediaPipe on Android
Image Recognition, Object Detection and Model Evaluation with MediaPipe on Android
MediaPipe is an open source, cross platform Machine Learning framework.
In this session we will learn how we can perform some common vision based tasks using MediaPipe on Android. We will also cover the following with real examples:
1) Object Detection with MediaPipe on Android: Efficiently locate objects in real-time on Android devices using MediaPipe.
2) Image Classification and Segmentation via MediaPipe on Android: Identify and categorize images accurately with MediaPipe's pre-trained models.
3) Measuring the accuracy of models used to detect objects in images.
4) Using MediaPipe Model Maker to train custom object detection models using your own data.