pytorch/vision
Some data may be outdated — see provenance labels.
Datasets, Transforms and Models specific to Computer Vision observed · 2026-09-26
Health v2 · maintenance only
92/100
- Activity 96
- Release rhythm 81
- Longevity 100
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: 55
- age_days: 3632
- days_rel: 48
- days_push: 25
- n_releases_24m: 12
Adoption not part of the score
17926 stars · 7264 forks observed · 2026-09-26
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
torchvision is the official PyTorch companion library providing datasets, model architectures, and image/video transformations for computer vision. It includes pretrained models and utilities that integrate tightly with PyTorch.
Use cases
- load standard vision datasets like CIFAR and ImageNet
- apply image transforms and augmentations for training
- use pretrained models like ResNet for image classification
- run object detection and segmentation models
- read and decode images and videos into tensors
When to choose
- you are training or evaluating computer vision models in PyTorch
- you need pretrained vision model architectures with weights
- you want standard dataset loaders and augmentation pipelines
When to avoid
- you use TensorFlow, JAX, or another non-PyTorch framework
- you need general-purpose image editing rather than ML pipelines
Facets
library · maturity stable
machine-learning image-processing computer-vision data-science computer-vision machine-learning deep-learning image-processing python cross-platform torchvision pytorch datasets transforms pretrained-models image-classification object-detection video gpu
2 sources
- readme: https://github.com/pytorch/vision · fetched 2026-09-26 · ec68b4fccd92
- homepage: https://pytorch.org/vision · fetched 2026-10-12 · 5404dfba40c9
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| pytorch/vision | main | 92 |
For agents
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem