torchvision ☆
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Description:
Datasets, transforms, and models for computer vision
Type: Formula  |  Latest Version: 0.24.1@0  |  Tracked Since: Oct 28, 2025
Links: Homepage  |  @PyTorch  |  formulae.brew.sh
Category: Ai ml
Tags: pytorch computer-vision deep-learning ai ml
Install: brew install torchvision
About:
Torchvision is the official PyTorch library for computer vision. It provides widely-used datasets, reference implementations of state-of-the-art models, and common image transformations. It accelerates the development of vision applications by integrating seamlessly with the PyTorch ecosystem.
Key Features:
  • Pre-trained models (ResNet, VGG, MobileNet, etc.)
  • Standard computer vision datasets (ImageNet, COCO, CIFAR)
  • Composable image transformations and data augmentation utilities
  • Reference implementations for SOTA research models
Use Cases:
  • Training custom image classification models
  • Object detection and segmentation pipelines
  • Data preprocessing and augmentation for deep learning workflows
Alternatives:
  • OpenCV – OpenCV is a general-purpose image processing library, whereas torchvision is specifically designed for deep learning workflows within PyTorch.
  • TensorFlow Datasets (TFDS) – TFDS serves a similar role for the TensorFlow ecosystem, providing datasets and preprocessing utilities.
Version History
Detected Version Rev Change Commit
Oct 28, 2025 9:22pm 1 VERSION_BUMP 61ceefab
Sep 14, 2025 10:55pm 0 VERSION_BUMP 0ace5350
Nov 18, 2024 10:37am 0 VERSION_BUMP 5df701a0
Nov 17, 2024 7:44pm 0 VERSION_BUMP 932fa0b4
Sep 27, 2024 4:27am 0 VERSION_BUMP 8d86c93c
Sep 26, 2024 5:19am 11 VERSION_BUMP ca936d5c
Sep 14, 2024 7:50am 10 VERSION_BUMP a116acde
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