Forge Lab is a web-based AI simulation and training environment that helps you lower risk in vision-guided robot projects. You can build and simulate robotic cells in hours. And you don't need any hardware—just a web browser and an internet connection.
Forge Lab drastically reduces the time and risks involved with developing vision-guided robotic cells for bin picking and material handling.
Without any cameras, computers, robots or hardware, you can develop cells and send them for AI vision training. Within 24 hours, the vision program can be deployed into real production cells using Apera Vue software.
Forge Lab guides you step-by-step through all the components in building a vision-guided robotic cell. When your cell is built, being able to run hundreds of simulations quickly enables you to check and improve your design. Find and solve challenging edge problems through full random and structured simulations.
Then adjust your design for the best results. You have already done the work ahead of cell deployment and the choices translate directly into Apera's Vue vision software. Vue delivers the speed, reliability and lighting resiliency that production environments demand.
The Target module is where you will set up your part, which involves uploading a CAD model.
The Cell module is where you will create the operating area of the robot and set up the cameras.
The Robotics module is where you will select and place the robot within the Cell.
The Grippers module is where you select a gripper or upload a custom end-of-arm tool, and fit it to the robot.
In the Pick Points module, you create pick points to handle the part. It's possible to extend pick points across the part's surfaces and account for the rotation of the robot.
In the Vision Solutions module, you combine the part, cell, robot, gripper and pick points. At this point, you set up the Simulation process, which can be done in manual, random and structured part configurations.
In the Simulations module, run and analyze multiple simulations. You can analyze part handling, see how the mechanical configuration interacts with the environment, and how your gripper and pick points perform.
In training its neural networks, Apera AI uses synthetic data. This allows us to bypass the need for reference images or relying purely on CAD models. Synthetic data allows us to improve the AI process and introduce variables such as lighting, finish, texture, and labels or markings.
Forge Lab is available now to Apera AI customers and partners. Simply contact us at the bottom of this page and we will create a Forge Lab user account for you.
If you're not currently an Apera customer, Forge Lab is a great place to get started. Contact us and we'll reach out to talk about your automation goals and how Forge Lab can support them.
Complete robotic guidance using AI makes manufacturing more reliable and productive.
4D Vision is AI-powered technology that gives robots new abilities.