This readme contains a documentation of the EML Object Detection Android app. It includes a step by step guide to set up a tensorflow environment for converting TensorFlow models to app-compatible Tensorflow Lite models and to host them in the cloud with Google Firebase.

In this codelab, you'll learn how to train a custom object detection model using a set of training images with TFLite Model Maker, then deploy your model to an Android app using TFLite Task...

Object detection Android app using TensorFlow Lite. ... case-study application is based on an Android TFLite demo for object detection 2 , depicted in Fig. 3. The application...

How to build a simple Android app and make predictions with the downloaded object detection model through TensorFlow Serving (REST and gRPC). How to render the detection result in the UI....

Nov 19, 2021 · By following the tutorial, you will be able to use your Android app to detect objects through supervised machine learning. This is an example application for TensorFlow Lite on Android. It uses image classification to continuously classify objects it …

InstaLens is an advanced object detection mobile application that leverages the power of TensorFlow Lite to identify objects in real-time through the device's camera. It's built for Android and includes several features and customizations that provide users with a seamless and interactive object detection experience.

Jul 27, 2017 · A model based on Scalable Object Detection using Deep Neural Networks to localize and track people/cars/potted plants and many others in the camera preview in real-time.

Jan 23, 2024 · Learn how to create a powerful Android app that can detect objects in real time using the camera and TensorFlow Lite. Follow this tutorial to set up the project, handle camera permissions, open the camera, capture frames, prepare the model and labels, process the frames, draw predictions, and display the results.

Jun 14, 2020 · Many frameworks and tools are available to build sophisticated mobile application with AI enabled such as React and Tensor Flow. In this post, I am using React Native and Tensor Flow, two very...

Mar 4, 2023 · Training a Deep Learning model for custom object detection using TensorFlow Object Detection API in Google Colab and converting it to a TFLite model for deploying on mobile devices like...