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torchgeo/torchgeo

TorchGeo is a Python library for working with geospatial data using PyTorch, providing datasets, samplers, transforms, and pre-trained models.

3.9K
Active
Python
Computer Vision
Databases
PyTorch
#geospatial#computer-vision#deep-learning

TylerYep/torchinfo

A Python library that provides a simple way to view and summarize PyTorch models.

2.9K
Active
Python
Computer Vision
CLI Tools
PyTorch
#pytorch#computer-vision#model-visualization

sthalles/SimCLR

PyTorch implementation of SimCLR, a simple framework for contrastive learning of visual representations.

2.5K
Archived
Jupyter Notebook
Representation Learning
Computer Vision
PyTorch
#contrastive-loss#deep-learning#machine-learning

bigmb/Unet-Segmentation-Pytorch-Nest-of-Unets

A PyTorch implementation of various Unet models for image segmentation, including Attention Unet and Nested Unet.

2.2K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#image-segmentation#unet#computer-vision

akamaster/pytorch_resnet_cifar10

Properly implemented ResNet-s for CIFAR10/100 in PyTorch, matching the original paper description.

1.4K
Archived
Python
Computer Vision
Backend Frameworks
PyTorch
#cifar#resnet#computer-vision

bentrevett/pytorch-image-classification

Tutorials on implementing image classification architectures using PyTorch and TorchVision.

1.1K
Archived
Jupyter Notebook
Computer Vision
Tutorials & Courses
PyTorch
#image-classification#convolutional-neural-network#computer-vision

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