ZEN and APEER Machine Learning Platform
Type
Implementation Type
Supported image dimension
Interaction Level
License/Openness
Description
ZEN and APEER – Open Ecosystem for integrated Machine-Learning Workflows
Open ecosystem for integrated machine-learning workflows to train and use machine-learning models for image processing and image analysis inside the ZEN software or on the APEER cloud-based platform
Highlights ZEN
- Simple User Interface for Labeling and Training
- Engineered Features Sets and Deep Feature Extraction + RF Forrest for Segmentation
- Object Classification workflows
- Probability Thresholds and Conditional Random Fields
- Import your own trained models with support for TensorFlow2 and ONNX
- Integration into ZEN Measurement Framework
- Support for Multi-dimensional Datasets and Tile Images
- open and standardized format to store trained models
ZEN Intellesis Segmentation
ZEN Intellesis - Pretrained Networks
Intellesis Object Classification
Highlights APEER
- Web-based tool to label datasets to train Deep Neural Networks
- Fully automated hyper-parameter tuning
- Export of trained models
APEER Annotation Tool
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Entry Curator
Post date
08/22/2018 - 14:48
Last modified
03/10/2023 - 23:08