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Wlkata AI Vision Set - Textbook included - OpenMV Machine vision high quality CNC artificial intelligence

SKU WL-AC-ViMV-Re300
Original price $890.00 - Original price $890.00
Original price
$890.00
$890.00 - $890.00
Current price $890.00
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in stock

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Frequently Asked Questions

What is in the AI Vision Set?

An OpenMV machine-vision camera, a calibrated mounting bracket compatible with WLKATA arms, sample objects for training, sample QR codes and ArUco markers, all required cables, and a comprehensive textbook covering machine vision from first principles through deployed AI applications. Designed for upper-secondary and undergraduate AI courses.

Why OpenMV instead of a regular USB camera?

OpenMV is a self-contained machine-vision module with an onboard MicroPython interpreter. It runs vision code directly on the camera module, returning results (object positions, color matches, marker IDs) over a serial link rather than sending raw video to a host computer. This teaches students about edge AI: real-world deployments often run vision on small embedded devices, not on full PCs.

What can students do with it out of the box?

Pre-loaded examples include color tracking, AprilTag and ArUco marker detection, QR code reading, basic shape recognition, and a small pretrained object classifier. Each example runs as a standalone MicroPython script. Students can modify any example by editing the script through the included IDE.

Can students train their own object classifiers?

Yes. The OpenMV camera supports a small CNN model called MobileNet that can be trained on a host computer with Edge Impulse (cloud) or TensorFlow (local) and then flashed to the camera. Typical training size: 200 to 500 images per class. Inference runs at approximately 5 frames per second on the camera.

How does it integrate with WLKATA arms?

The mounting bracket attaches to the wrist of any WLKATA arm. The camera's serial output feeds into the arm's control software through the included Python integration library. Visual servoing examples are included: the arm moves to center detected objects in the camera frame, then grasps them.

Does the textbook teach machine learning theory or just practical use?

Both. The textbook starts with image processing fundamentals (pixel operations, filters, edge detection) and progresses through classical machine vision (template matching, feature detection) to modern deep learning (CNNs, transfer learning). Each chapter has hands-on exercises using the included camera. Suitable as a standalone semester text.

What programming languages are required?

MicroPython on the camera (a subset of Python). Standard Python 3 on the host computer for examples that involve a paired arm. Some chapters include comparable C++ code for students who want to compare languages. No prior Python experience is assumed; the textbook includes a Python primer in chapter 1.

Is the camera durable in a classroom setting?

Yes. The camera is a small PCB module in a protective case. Drop tests indicate it survives normal student handling. The lens is replaceable if scratched. The mounting bracket is anodized aluminum. Total kit cost is low enough that classroom replacement is straightforward if needed.

What is the warranty?

12-month warranty on the camera and bracket. Textbooks are non-returnable. RoboticsSelect handles warranty service through the authorized channel.