isaaccorley / torchsegLinks
Segmentation models with pretrained backbones. PyTorch.
☆115Updated last year
Alternatives and similar repositories for torchseg
Users that are interested in torchseg are comparing it to the libraries listed below
Sorting:
- Implementation of SegFormer in PyTorch☆73Updated 3 years ago
- A Benchmark for Semantic Segmentation of Waterbody Images☆49Updated 2 weeks ago
- ☆64Updated 4 years ago
- ☆59Updated 4 years ago
- A library that helps you split image into small, overlappable patches, and merge patches into original image.☆225Updated last year
- Semantic Segmentation with SegFormer on Drone Dataset.☆21Updated 3 years ago
- ☆249Updated last year
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆181Updated last year
- A Python Library for High-Level Semantic Segmentation Models based on TensorFlow and Keras with pretrained backbones.☆157Updated 2 years ago
- Algorithmic baseline for SpaceNet 8 Challenge☆85Updated 2 years ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆265Updated last year
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆84Updated 3 months ago
- Make your models invariant to changes in scale.☆157Updated last year
- Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)☆64Updated last month
- Chesapeake RSC dataset introduced in "Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial image…☆51Updated 2 months ago
- A PyTorch-based Python library with UNet architecture and multiple backbones for Image Semantic Segmentation.☆65Updated 2 years ago
- Label-efficient learning in Agriculture☆35Updated 6 months ago
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation…☆39Updated 4 years ago
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆155Updated 4 months ago
- Official code of the paper "Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation"☆38Updated last month
- My own implementation for some sort of loss functions that have been used for segmentation task.☆35Updated last year
- CVPR 2023 Data Contribution☆22Updated 2 years ago
- Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery. Foundation Model for Field Boundary Delineation.☆92Updated 3 weeks ago
- ☆127Updated last year
- A PyTorch implementation of U-Net for aerial imagery semantic segmentation.☆84Updated 4 years ago
- SegEval is a Python library that provides tools for evaluating semantic segmentation models☆14Updated 2 years ago
- Official implementation of TinyCD: A (Not So) Deep Learning Model For Change Detection☆128Updated last year
- PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-At…☆210Updated 3 years ago
- Deep learning models for remote sensing applications☆196Updated last year
- An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation…☆87Updated last year