TM AI+ Training Server
Combining the Eye, Arm and Brain in Factory Automation
TM AI+ Training Server is a software tool that will help you manage image data, set up AI training parameters, and train AI models. The AI solution can help you train a model that fits your needs effortlessly. This AI model can be applied to both the robot arm and machine vision, thus forming a powerful combination of the arm(cobot), eye(machine vision), and brain(AI).
Main Features
- A graphical interface that is easy to learn
- Designed as a browser-based software that you can log in anywhere with a web browser
- All image data used for AI model training is stored in a local database to ensure enterprise classified data is secure
- Powerful AI Vision technology with capabilities including OCR, anomaly detection, classification, object detection, and semantic segmentation
4 Steps to Train an AI Model
Collect Image Data
- Take multiple photos of the object and upload them to TM AI+ Training Server
TM AI+ Training Server
- Select the type of vision task: Classification, Detection, or Segmentation
- Label the uploaded image samples
- Configure training parameters and begin training
- Evaluate the training outcome
Import AI model
- Download the trained AI model from the training server onto TM Robot or external camera
- Begin AI inference
How Does AI Vision Work?
Types of AI Applications
Assembly Inspection
Checking if the tires are wrapped with PE film
Checking if all wires are connected correctly
Content assembly missing parts detection
Classification
Sorting different materials for wooden furniture
Sorting the front and back side of the bubble wrap
Pizza flavor and crust type identification
Defect Inspection
Identifying objects with damage on the edge
Checking if there are metal scraps within the iron cylinder
Counting / Detection
Counting object numbers in the tray
Checking if there are missing components on the PCBA
Object detection and 3D positioning
Scratches / Cut / Dent Inspection
Checking scratches on DRAM gold fingers
Dent detection on metal casting
AI OCR
Label text reading