TM AI+ Training Server
Combining the Eye, Arm and Brain in Factory Automation
TM AI+ Traning 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 Feature
- 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.
4 Steps to Train an AI Model
![](https://tm-robot.oss-cn-hongkong.aliyuncs.com/wp-content/uploads/2022/06/AITrainingSerever_4StepsToTrainAnAIModel_img-1024x154.png)
![](https://tm-robot.oss-cn-hongkong.aliyuncs.com/wp-content/uploads/2022/06/AITrainingSerever_CollectImageData_img.png)
Collect Image Data
Take multiple photos of the object and upload them to TM AI+ Training Server
![](https://tm-robot.oss-cn-hongkong.aliyuncs.com/wp-content/uploads/2022/06/AITrainingSerever_importAImodel_img.png)
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
![](https://tm-robot.oss-cn-hongkong.aliyuncs.com/wp-content/uploads/2022/06/AITrainingSerever_importAImodel_img-1.png)
Import AI model
- Download the trained AI model from the training server onto TM Robot or external camera
- Begin AI inference
Types of AI Applications
Assembly Inspection
![](https://tm-robot.oss-cn-hongkong.aliyuncs.com/wp-content/uploads/2022/06/AITrainingSerever_Assembly-Inspection-1.png)
Checking if the tires are wrapped with PE film
![](https://tm-robot.oss-cn-hongkong.aliyuncs.com/wp-content/uploads/2022/06/AITrainingSerever_Assembly-Inspection-2.png)
Checking if all wires are connected correctly
Classification
![](https://tm-robot.oss-cn-hongkong.aliyuncs.com/wp-content/uploads/2022/06/AITrainingSerever_Classification-1.png)
Sorting different materials for wooden furniture
![](https://tm-robot.oss-cn-hongkong.aliyuncs.com/wp-content/uploads/2022/06/AITrainingSerever_Classification-2.png)
Sorting the front and back side of the bubble wrap
Defect Inspection
![](https://tm-robot.oss-cn-hongkong.aliyuncs.com/wp-content/uploads/2022/06/AITrainingSerever_Defect-Inspection-1.png)
Identifying objects with damage on the edge
![](https://tm-robot.oss-cn-hongkong.aliyuncs.com/wp-content/uploads/2022/06/AITrainingSerever_Defect-Inspection-2.png)
Checking if there are metal scraps within the iron cylinder
Counting/Detection
![](https://tm-robot.oss-cn-hongkong.aliyuncs.com/wp-content/uploads/2022/06/AITrainingSerever_CountingDetection-1.png)
Counting object numbers in the tray
![](https://tm-robot.oss-cn-hongkong.aliyuncs.com/wp-content/uploads/2022/06/AITrainingSerever_CountingDetection-2.png)
Checking if there are missing components on the PCBA
Scratches/Cut/Dent Inspection
![](https://tm-robot.oss-cn-hongkong.aliyuncs.com/wp-content/uploads/2022/06/AITrainingSerever_ScratchesCutDent-Inspection-1.png)
Checking scratches on DRAM gold fingers