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), …
Basic classification: Classify images of clothing - TensorFlow
Aug 16, 2024 · This guide uses the Fashion MNIST dataset which contains 70,000 grayscale images in 10 categories. The images show individual articles of clothing at low resolution (28 …
Convolutional Neural Network (CNN) | TensorFlow Core
Aug 16, 2024 · The CIFAR10 dataset contains 60,000 color images in 10 classes, with 6,000 images in each class. The dataset is divided into 50,000 training images and 10,000 testing …
Image segmentation | TensorFlow Core
Aug 16, 2024 · In an image classification task, the network assigns a label (or class) to each input image. However, suppose you want to know the shape of that object, which pixel belongs to …
Video classification with a 3D convolutional neural network
Aug 16, 2024 · Transfer learning for video classification with MoViNet: This tutorial explains how to use a pre-trained video classification model trained on a different dataset with the UCF-101 …
Classify Flowers with Transfer Learning | TensorFlow Hub
Jan 31, 2024 · We will use a technique called transfer learning where we take a pre-trained network (trained on about a million general images), use it to extract features, and train a new …
Classification on imbalanced data | TensorFlow Core
Aug 20, 2024 · Area under the interpolated precision-recall curve, obtained by plotting (recall, precision) points for different values of the classification threshold. Depending on how it's …
Transfer learning and fine-tuning | TensorFlow Core
Aug 16, 2024 · In this tutorial, you will learn how to classify images of cats and dogs by using transfer learning from a pre-trained network. A pre-trained model is a saved network that was …
Image Classification with TensorFlow Hub
Mar 9, 2024 · In this colab, you'll try multiple image classification models from TensorFlow Hub and decide which one is best for your use case. Because TF Hub encourages a consistent …
Computer vision with TensorFlow | TensorFlow Core
Mar 23, 2024 · Image classification: Classify images of flowers using a tf.keras.Sequential model and load data using tf.keras.utils.image_dataset_from_directory. Transfer learning and fine …