Disambiguation evidence for torchvision (ecosystem) via surface form
"torchvision"
As subject (74)
Triples where this entity appears as subject under the
label "torchvision".
| Predicate | Object |
|---|---|
| dataset |
CIFAR-10
ⓘ
surface form:
CIFAR10
|
| dataset |
CIFAR-100
ⓘ
surface form:
CIFAR100
|
| dataset | COCO ⓘ |
| dataset | CelebA ⓘ |
| dataset |
Fashion-MNIST
ⓘ
surface form:
FashionMNIST
|
| dataset | ImageNet ⓘ |
| dataset | MNIST ⓘ |
| dataset | SVHN ⓘ |
| dataset | VOCDetection ⓘ |
| dataset | VOCSegmentation ⓘ |
| designedFor | deep learning researchers ⓘ |
| designedFor | machine learning practitioners ⓘ |
| domain | computer vision ⓘ |
| framework | PyTorch ⓘ |
| hasSubmodule |
torchvision (ecosystem)
self-linksurface differs
ⓘ
surface form:
torchvision.datasets
|
| hasSubmodule |
torchvision (ecosystem)
self-linksurface differs
ⓘ
surface form:
torchvision.io
|
| hasSubmodule |
torchvision (ecosystem)
self-linksurface differs
ⓘ
surface form:
torchvision.models
|
| hasSubmodule |
torchvision (ecosystem)
self-linksurface differs
ⓘ
surface form:
torchvision.ops
|
| hasSubmodule |
torchvision (ecosystem)
self-linksurface differs
ⓘ
surface form:
torchvision.transforms
|
| implements | image classification models ⓘ |
| implements | image transformations ⓘ |
| implements | instance segmentation models ⓘ |
| implements | keypoint detection models ⓘ |
| implements | object detection models ⓘ |
| implements | semantic segmentation models ⓘ |
| implements | video transformations ⓘ |
| instanceOf | PyTorch ecosystem component ⓘ |
| instanceOf | computer vision library ⓘ |
| instanceOf | software library ⓘ |
| integratesWith | torch.utils.data.DataLoader ⓘ |
| license | BSD-style license ⓘ |
| modelFamily | DenseNet ⓘ |
| modelFamily | FasterRCNN ⓘ |
| modelFamily |
Inception architecture
ⓘ
surface form:
GoogLeNet
|
| modelFamily |
Inception architecture
ⓘ
surface form:
InceptionV3
|
| modelFamily | KeypointRCNN ⓘ |
| modelFamily | MaskRCNN ⓘ |
| modelFamily | MobileNetV2 ⓘ |
| modelFamily | ResNet ⓘ |
| modelFamily | RetinaNet ⓘ |
| modelFamily | ShuffleNetV2 ⓘ |
| modelFamily | SqueezeNet ⓘ |
| modelFamily | VGG ⓘ |
| partOf |
PyTorch
ⓘ
surface form:
PyTorch ecosystem
|
| programmingLanguage | Python ⓘ |
| provides | data loading utilities ⓘ |
| provides | model evaluation utilities ⓘ |
| provides | pretrained models ⓘ |
| provides | standard vision datasets ⓘ |
| repositoryPlatform | GitHub ⓘ |
| supports | CPU ⓘ |
| supports |
NVIDIA CUDA
ⓘ
surface form:
CUDA
|
| supports | GPU ⓘ |
| supports |
PyTorch
ⓘ
surface form:
TorchScript
|
| supportsTask | image classification ⓘ |
| supportsTask | instance segmentation ⓘ |
| supportsTask | keypoint detection ⓘ |
| supportsTask | object detection ⓘ |
| supportsTask | semantic segmentation ⓘ |
| supportsTask | video classification ⓘ |
| transformType | CenterCrop ⓘ |
| transformType | ColorJitter ⓘ |
| transformType | Compose ⓘ |
| transformType | Normalize ⓘ |
| transformType | RandomCrop ⓘ |
| transformType | RandomHorizontalFlip ⓘ |
| transformType | RandomResizedCrop ⓘ |
| transformType | RandomRotation ⓘ |
| transformType | Resize ⓘ |
| transformType | ToTensor ⓘ |
| useCase | benchmarking on standard datasets ⓘ |
| useCase | data augmentation for images ⓘ |
| useCase | evaluating computer vision models ⓘ |
| useCase | training deep learning vision models ⓘ |