All software
FastSurfer
FastSurfer is a fast and accurate deep-learning pipeline for the analysis of human brain MRI. FastSurfer provides a fully compatible FreeSurfer alternative for volumetric and surface-based thickness analysis, also supporting sub-mm resolutions, and sub-segmentation of neuroanatomical structures.
- Data analysis
- Deep Learning
- Image processing
- + 3
- Python
- Jupyter Notebook
- Shell
- + 1
CellDetection
An open-source Python package, offering advanced AI methods for the identification and segmentation of biomedical objects, such as cells, in image data. Includes trained models that work out-of-the-box for a wide range of use cases.
- cell counting
- cell detection
- cell segmentation
- + 9
- Python
- Dockerfile
DL4PuDe
DL4PuDe is an AI-based framework that automatically detects pushing behavior in crowd videos, leading to a better understanding of pushing dynamics. This knowledge is crucial for better crowd management strategies and better design of public places, making public places more comfortable and safer.
- Artificial Intelligence
- Crowd Management
- Deep Learning
- + 3
- Jupyter Notebook
- Python
- Cuda
- + 2
Batchgenerators
- 2D
- 3D
- data augmentation
- + 3
- Jupyter Notebook
- Python
- Makefile
Computer Vision Experimentation Frameworks - Generalized-YOLOv5
- biomedical image analysis
- Deep Learning
- natural image analysis
- + 4
- Python
- Shell
- Dockerfile
Computer Vision Experimentation Frameworks - Image Classification
- Classification
- Deep Learning
- out-of-the-box
- + 2
- Python
Computer Vision Experimentation Frameworks - Semantic Segmentation
- Deep Learning
- semantic segmentation
- Python
DeepTrees🌳
Tree Crown Segmentation and Analysis in Remote Sensing Imagery with PyTorch
- Deep Learning
- Earth & Environment
- open source
- + 3
- Jupyter Notebook
- Python
- Shell
- + 1
Lightning UQ Box
The lightning-uq-box is a PyTorch library that provides various Uncertainty Quantification (UQ) techniques for modern neural network architectures.
- Deep Learning
- python
- uncertainty quantification
- Python
PickYOLO
PickYOLO
- cryo electron tomography
- Deep Learning
- object detection
- + 5
- Python