Object Detection | TensorFlow Hub
Mar 9, 2024 · Pick an object detection module and apply on the downloaded image. Modules: FasterRCNN+InceptionResNet V2: high accuracy, ssd+mobilenet V2: small and fast.
Object detection with Model Garden | TensorFlow Core
Nov 9, 2023 · Fine-tune a pre-trained RetinanNet with ResNet-50 as backbone for object detection. Export the tuned RetinaNet model; Install necessary dependencies
TensorFlow Hub Object Detection Colab
Mar 9, 2024 · Welcome to the TensorFlow Hub Object Detection Colab! This notebook will take you through the steps of running an "out-of-the-box" object detection model on images. More models. This collection contains TF2 object detection models that have been trained on the COCO 2017 dataset.
Easier object detection on mobile with TensorFlow Lite
Jun 16, 2021 · On-device ML learning pathway: a step-by-step tutorial on how to train and deploy a custom object detection model on mobile devices with no machine learning expertise required. EfficientDet-Lite: a state-of-the-art object detection model architecture optimized for …
TensorFlow 2 meets the Object Detection API
Jul 10, 2020 · Object detection in TensorFlow 2, with SSD, MobileNet, RetinaNet, Faster R-CNN, Mask R-CNN, CenterNet, EfficientNet, and more.
Custom object detection in the browser using TensorFlow.js
Jan 22, 2021 · In this post, we are going to develop an end-to-end solution using TensorFlow to train a custom object-detection model in Python, then put it into production, and run real-time inferences in the browser through TensorFlow.js.
Use TensorFlow.js in a React Native app
Mar 2, 2023 · In this tutorial you'll install and run a React Native example app that uses a TensorFlow pose detection model (MoveNet.SinglePose.Lightning) to do real-time pose detection. Built on the TensorFlow.js platform adapter for React Native, the app supports both portrait and landscape modes with the front and back cameras. Prerequisites
The TensorFlow Lite Plugin for Flutter is Officially Available
Aug 18, 2023 · Through the efforts of developers in the community, the plugin has been updated to the latest version of TensorFlow Lite, and a collection of new features and example apps have been added, such as object detection through a live camera feed.
Image segmentation | TensorFlow Core
Aug 16, 2024 · You may also want to see the Tensorflow Object Detection API for another model you can retrain on your own data. Pretrained models are available on TensorFlow Hub.
TensorFlow.js models
Unified pose detection API for using one of three models that help detect atypical poses and fast body motions with real time performance.