TwinCAT 3 Vision Neural Network provides an integrated machine learning (ML) solution for vision-specific use cases. The implementation of the machine learning models takes place in real time. With the help of these models, complex data analyses can be learned automatically. This means that complex, manually created program constructs can be replaced.
The TF7810 TwinCAT 3 Function is a high-performance execution module (inference engine) for trained neural networks. The neuronal networks are trained in established frameworks such as PyTorch, TensorFlow, or MATLAB®. The information from the learned network is loaded to the inference engine as a description file. The Open Neural Network Exchange (ONNX) standardized exchange format is supported, thus seamlessly merging the worlds of automation and data science.
One example of a neural network is the Convolutional Neural Network (CNN). In contrast to classic ML models, image data is transferred directly and feature extraction takes place in the models. Various tasks can be solved with the help of these models. Application examples include object detection, segmentation, classification and anomaly detection for quality control, and process monitoring.
Product status:
product announcement | estimated market release November 2024
Product information
Technical data | TF7810 |
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Required license | TF7100 |
Operating system | Windows 10 |
CPU architecture | x64 |
Ordering information | |
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TF7810-0v50 | TwinCAT 3 Vision Neural Network, platform level 50 (Performance Plus) |
TF7810-0v60 | TwinCAT 3 Vision Neural Network, platform level 60 (Mid Performance) |
TF7810-0v70 | TwinCAT 3 Vision Neural Network, platform level 70 (High Performance) |
TF7810-0v80 | TwinCAT 3 Vision Neural Network, platform level 80 (Very High Performance) |
TF7810-0v81 | TwinCAT 3 Vision Neural Network, platform level 81 (Very High Performance) |
TF7810-0v82 | TwinCAT 3 Vision Neural Network, platform level 82 (Very High Performance) |
TF7810-0v83 | TwinCAT 3 Vision Neural Network, platform level 83 (Very High Performance) |
TF7810-0v84 | TwinCAT 3 Vision Neural Network, platform level 84 (Very High Performance) |
TF7810-0v90 | TwinCAT 3 Vision Neural Network, platform level 90 (Other) |
TF7810-0v91 | TwinCAT 3 Vision Neural Network, platform level 91 (Other 5…8 Cores) |
TF7810-0v92 | TwinCAT 3 Vision Neural Network, platform level 92 (Other 9…16 Cores |
TF7810-0v93 | TwinCAT 3 Vision Neural Network, platform level 93 (Other 17…32 Cores) |
TF7810-0v94 | TwinCAT 3 Vision Neural Network, platform level 94 (Other 33…64 Cores) |
We recommend using a TwinCAT 3 license dongle for platform levels 90-94.
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