astra-vision/MonoScene
[CVPR 2022] "MonoScene: Monocular 3D Semantic Scene Completion": 3D Semantic Occupancy Prediction from a single image
- Stars
- 822
- Forks
- 80
- Open issues
- 0
- Last push
- 7mo ago
About MonoScene
MonoScene is a free, open-source computer vision tool by astra-vision, written mainly in Python. [CVPR 2022] "MonoScene: Monocular 3D Semantic Scene Completion": 3D Semantic Occupancy Prediction from a single image. It has 822 GitHub stars and 80 forks, and was last updated 7mo ago. It's released under the Apache-2.0 license, a standard open-source license.
- License
- Apache-2.0
- Language
- Python
- Stars
- 822
- Last update
- 7mo 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
deep-learning-drizzle13k stars · Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
supervision51k stars · We write your reusable computer vision tools. 💜
label-studio29k stars · Label Studio is a multi-type data labeling and annotation tool with standardized output format
pytorch-grad-cam13k stars · Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
yolov558k stars · Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
MonoScene FAQ
Is MonoScene free?
Yes. MonoScene is open source and free to use. It's released under the Apache-2.0 license, a standard open-source license.
Does MonoScene run on a Mac?
The project doesn't say. Check its installation guide before you start.
Does MonoScene need a GPU?
The project doesn't state hardware needs. AI models generally run much faster with a GPU.
Is MonoScene still maintained?
It was last updated 7mo ago. Check recent issues on GitHub to judge how active it is.
What are alternatives to MonoScene?
Similar free, open-source tools include ultralytics, deep-learning-drizzle, supervision, label-studio.