torchgeo/torchgeo
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
- Stars
- 4.2k
- Forks
- 600
- Open issues
- 123
- Last push
- today
About torchgeo
torchgeo is a free, open-source machine learning tool by torchgeo, written mainly in Python. TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data. It has 4.2k GitHub stars and 600 forks, and was last updated today. It's released under the MIT license, a standard open-source license.
- License
- MIT
- Language
- Python
- Stars
- 4,209
- Last update
- today
- Runs on Mac
- Not stated
- GPU
- Not stated
- Paid API key
- Not stated
- Self-hostable
- Yes
Similar free tools
pytorch-image-models37k stars · The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT)
ludwig12k stars · Low-code framework for building custom LLMs, neural networks, and other AI models
Objectron2.4k stars · Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera
imbalanced-learn7.1k stars · A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
SwanLab4.3k stars · ⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultr
CLUE4.3k stars · 中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
torchgeo FAQ
Is torchgeo free?
Yes. torchgeo is open source and free to use. It's released under the MIT license, a standard open-source license.
Does torchgeo run on a Mac?
The project doesn't say. Check its installation guide before you start.
Does torchgeo need a GPU?
The project doesn't state hardware needs. AI models generally run much faster with a GPU.
Is torchgeo still maintained?
Yes. It was last updated today and has 123 open issues on GitHub.
What are alternatives to torchgeo?
Similar free, open-source tools include pytorch-image-models, ludwig, Objectron, imbalanced-learn.