F.Fonseca presents TM AI+ Trainer: Techman Robot's intelligent solution for optimising industrial production

Techman Robot has launched TM AI+ Trainer, an innovative software tool designed to simplify the management and training of Artificial Intelligence (AI) models in industrial automation. The TM AI+TM Trainer is a software tool designed to help manage image data, configure AI training parameters, and train AI models. The AI solution can help you effortlessly train a model tailored to your specific needs.

These AI models can be applied to both the robotic arm and machine vision, thus forming a powerful combination of arm (cobot), eye (machine vision), and brain (AI). TM AI+ Trainer offers an intuitive graphical interface that makes it easy to learn and use the tool. As browser-based software, it is accessible from any web browser. The software utilizes advanced AI vision technologies, including optical character recognition (OCR), anomaly detection, classification, object detection, and semantic segmentation. Data security is ensured through local storage of all image data used in AI training, protecting confidential company information.

The training process in TM AI+ Trainer is simplified and consists of four steps:
1. Image collection: capturing multiple photos of the object and uploading them to the TM AI+ Trainer.
2. Annotation: labelling the uploaded images to provide sample data for training.
3. Training: configuring the training parameters and starting the process, followed by evaluation of the results.
4. Implementation: download the trained AI model to the TM AI Cobot or an external camera and start AI inference.

The TM AI+ Trainer supports a wide range of AI applications, including assembly inspection, classification, defect inspection (such as scratches, cuts, and dents), object counting/detection, and OCR (text reading on labels). Concrete examples include checking for correct cable connections, detecting missing parts, identifying pizza types, counting objects on trays, and detecting dents in metal parts.

With the TM AI+ Trainer, Techman Robot aims to optimise production processes intelligently and efficiently. Learn more about the different solutions for collaborative robotics at ffonseca.com/techman-robot.