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8 search results found

UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.

Head Segmentation ⭐ 52

👦 Human head semantic segmentation

Map Floodwater Satellite Imagery ⭐ 30

This repository focuses on training semantic segmentation models to predict the presence of floodwater for disaster prevention. Models were trained using SageMaker and Colab.

Decoder Denoising ⭐ 27

Pytorch reimplementation of Decoder Denoising Pretraining for Semantic Segmentation

Pl Sem Seg ⭐ 26

PyTorch Lightning based training of Semantic Segmentation models

Deepvision ⭐ 18

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

Pytorch_segmentation_models_trainer ⭐ 15

Framework to train semantic segmentation models on Pytorch using yaml config files

Lung Tumor Segmentation ⭐ 12

An attempt at tumor segmentation with UNET and SegNet on the lung tumor dataset from the Medical Decathlon data.

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