Computer vision using tensorflow

  • Computer vision libraries

    OpenCV is a library of programming functions mainly aimed at real-time computer vision.
    That is to say, OpenCV is a software library for performing computer vision tasks, whereas TensorFlow is a deep learning library.
    OpenCV supports the deep learning frameworks such as TensorFlow , Torch /PyTorch and Caffe ..

  • Computer vision libraries

    TensorFlow is an end-to-end open source platform for machine learning.
    TensorFlow is a rich system for managing all aspects of a machine learning system; however, this class focuses on using a particular TensorFlow API to develop and train machine learning models..

  • Computer vision topics

    TensorFlow is a free and open-source software library for machine learning and artificial intelligence.
    It can be used across a range of tasks but has a particular focus on training and inference of deep neural networks..

  • How is TensorFlow used in image processing?

    Tensorflow provides the required tools and pre-trained models to perform image segmentation tasks.
    Image segmentation has some real-world use cases.
    They include: Object Recognition and Tracking: Image segmentation is used to track and recognize objects such as people, vehicles, and animals in real time..

  • What is TF vision?

    TF-Vision modeling library for computer vision provides a collection of baselines and checkpoints for image classification, object detection, and segmentation..

Aug 11, 2023TensorFlow provides a number of computer vision (CV) and image classification tools. This document introduces some of these tools and  Image classificationLoad and preprocess imagesData augmentation

What can I do with TensorFlow?

In this codelab, you'll create a computer vision model that can recognize items of clothing with TensorFlow.
Complete a series of exercises to guide you through experimenting with the different layers of the network .

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What is a TensorFlow specialization?

This Specialization is for early and mid-career software and machine learning engineers with a foundational understanding of TensorFlow who are looking to expand their knowledge and skill set by learning advanced TensorFlow features to build powerful models.

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What is computer vision & how is it used?

Computer vision is being used in more and more places.
From enhancing security systems to improving healthcare diagnostics, computer vision techniques are revolutionizing multiple industries.
We just published a 37-hour course on the freeCodeCamp.org YouTube channel that will teach you about deep learning for computer vision using TensorFlow.


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