Object Detection | TensorFlow Hub
Mar 9, 2024 · Visualization code adapted from TF object detection API for the simplest required functionality.
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 …
Easier object detection on mobile with TensorFlow Lite
Jun 16, 2021 · EfficientDet-Lite: a state-of-the-art object detection model architecture optimized for mobile devices. TensorFlow Lite Model Maker for object detection: train custom models in …
Convolutional Neural Network (CNN) | TensorFlow Core
Aug 16, 2024 · The 6 lines of code below define the convolutional base using a common pattern: a stack of Conv2D and MaxPooling2D layers. As input, a CNN takes tensors of shape …
Image classification | TensorFlow Core
Apr 3, 2024 · This tutorial showed how to train a model for image classification, test it, convert it to the TensorFlow Lite format for on-device applications (such as an image classification app), …
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 …
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
Intro to Autoencoders | TensorFlow Core
Aug 16, 2024 · This tutorial introduces autoencoders with three examples: the basics, image denoising, and anomaly detection. An autoencoder is a special type of neural network that is …
Simple audio recognition: Recognizing keywords - TensorFlow
Aug 16, 2024 · This tutorial demonstrated how to carry out simple audio classification/automatic speech recognition using a convolutional neural network with TensorFlow and Python. To …
MoveNet: Ultra fast and accurate pose detection model.
Mar 9, 2024 · Interpreter (model_path = "model.tflite") interpreter. allocate_tensors def movenet (input_image): """Runs detection on an input image. Args: input_image: A [1, height, width, 3] …