azavea/raster-vision
An open source library and framework for deep learning on satellite and aerial imagery.
- Stars
- 2.2k
- Forks
- 397
- Open issues
- 20
- Last push
- 4mo ago
About raster-vision
raster-vision is a free, open-source computer vision tool by azavea, written mainly in Python. An open source library and framework for deep learning on satellite and aerial imagery. It has 2.2k GitHub stars and 397 forks, and was last updated 4mo ago. It's released under the Apache-2.0 license, a standard open-source license.
- License
- Apache-2.0
- Language
- Python
- Stars
- 2,242
- Last update
- 4mo ago
- Runs on Mac
- Not stated
- GPU
- Not stated
- Paid API key
- Not stated
- Self-hostable
- Yes
Similar free tools
ultralytics63k stars · Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
yolov558k stars · Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
supervision51k stars · We write your reusable computer vision tools. 💜
deep-learning-drizzle13k stars · Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
pytorch-grad-cam13k stars · Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
autogluon11k stars · Fast and Accurate ML in 3 Lines of Code
raster-vision FAQ
Is raster-vision free?
Yes. raster-vision is open source and free to use. It's released under the Apache-2.0 license, a standard open-source license.
Does raster-vision run on a Mac?
The project doesn't say. Check its installation guide before you start.
Does raster-vision need a GPU?
The project doesn't state hardware needs. AI models generally run much faster with a GPU.
Is raster-vision still maintained?
It was last updated 4mo ago. Check recent issues on GitHub to judge how active it is.
What are alternatives to raster-vision?
Similar free, open-source tools include ultralytics, yolov5, supervision, deep-learning-drizzle.