OpenCV Advanced Vision Suite
Industrial vision platform with an NVIDIA Jetson edge terminal and a university textbook
What is it?
The OpenCV Advanced Vision Suite is a Linux-based robotic vision system built with Python, PyTorch and YOLOv5 on the OpenCV library. It performs visual positioning, measurement, detection and recognition — the core of modern vision-guided automation.
A 5 MP wide-angle camera, NVIDIA Jetson-class AI edge terminal and 7-inch display come with the Robotic Vision with OpenCV textbook and worked projects with source code and videos — from camera calibration to YOLO sorting and tablet-defect detection.
Who is it for?
Departments and programme levels this system is designed for.
- AI & Data Science
- CSE
- ECE
- Mechatronics
- Robotics & Automation
What can students learn?
Learning outcomes covered by the curriculum.
- Camera calibration and distortion correction
- Nine-point hand–eye calibration
- QR / barcode recognition and perspective transform
- Colour and shape sorting
- YOLO object detection
- OCR, licence-plate and ID recognition
- Defect detection and pill / tablet sorting
- Mask R-CNN segmentation and 2D pose estimation
What is included?
Hardware in the box, plus what RoboxRise delivers with it.
In the box
- Functional Requirements: Developed based on the OpenCV library. Includes projects with source code: vision-robot calibration, color & shape sorting, QR/barcode recognition, screw/nut & fruit sorting, object recognition (characters, plates, defects), vision-guided robotic assembly, pill sorting.
- Camera: 5 MP color, 2952 × 1944. Size: 50 × 56 × 91 mm. DC 5V, 0–60°C. Supports AEC, AWB, AGC. Adjustable: brightness, contrast, saturation, sharpness, exposure. Min illumination: 0.2 lux, SNR: 30 dB.
- Lens: 1/2.3", 100° FOV. Relative illumination: 70%. IR filter: 650 ± 10 nm.
- AI Edge Terminal: CPU: Quad-core ARM A57 @ 1.43 GHz. GPU: 128-core Maxwell. Memory: 4 GB LPDDR4. Storage: 32 GB microSD. Interfaces: HDMI, DP, USB 3.0, Ethernet, MIPI CSI-2. Expansion: GPIO, I2C, SPI, UART. Size: 110 × 100 × 50 mm.
- Display: 7" IPS (B701-GM), 1920 × 1080, HDMI / AV / VGA, Response time: 8 ms.
Delivered by RoboxRise
- Experiment manual, sample code and demonstration videos
- Faculty training (train-the-trainer)
- Installation and commissioning at your institution
- Technical support from India-based robotics engineers
- Defined warranty and spares support — terms in your quotation
Experiments
12 of the lab experiments students perform on this system.
- Camera calibration and distortion correction
- Hand–eye calibration (nine-point)
- QR code recognition and perspective transform
- Colour sorting with OpenCV
- Shape recognition and sorting
- YOLO screw and nut sorting
- YOLO fruit-card sorting
- Licence-plate recognition and sorting
- OCR character recognition
- ID recognition and robotic grasping
- Tablet sorting
- Tablet defect detection
Grow your lab
Compatible systems that connect directly to this one.
Technical specifications
| Camera | 5 MP colour, 2952 × 1944; AEC / AWB / AGC; 0.2 lux min illumination |
|---|---|
| Lens | 1/2.3", 100° FOV, IR filter 650 ± 10 nm |
| AI edge terminal | Quad-core ARM A57 @ 1.43 GHz, 128-core Maxwell GPU, 4 GB LPDDR4, 32 GB microSD |
| Interfaces | HDMI, DP, USB 3.0, Ethernet, MIPI CSI-2, GPIO, I²C, SPI, UART |
| Display | 7" IPS, 1920 × 1080, HDMI / AV / VGA |
| Software | Linux, Python, OpenCV, PyTorch, YOLOv5 |
| Compatible robots | Mirobot, MT4, Haro380 and other desktop arms |
| Curriculum | Robotic Vision with OpenCV (university textbook), 10+ projects with code and videos |
Specifications may vary by configuration. Your formal quotation lists the exact configuration supplied.
See it working
Warranty & support
All RoboxRise institutional systems are supplied with defined warranty, technical support and commissioning terms according to the selected configuration. Detailed commercial terms are provided with the formal quotation.
Questions
Is institutional pricing available?
Yes. We provide a formal quotation based on configuration and quantity, including warranty, installation and training terms.
Can this integrate with our curriculum or existing lab hardware?
Most systems support open APIs and standard robotics stacks such as ROS / ROS2 and MATLAB. Share your requirements and our engineers will advise on integration.
Can we see a demonstration?
Yes — book a meeting for a live demonstration online, at your institution or at our Indore facility.
Request a quote for OpenCV Advanced Vision Suite
Tell us about your institution and requirement. A robotics engineer — not a call centre — will call you back within one working day with a recommendation and a formal quotation.
- Call our robotics lab team+91 81200 07474
- WhatsAppChat with a robotics consultant
- Emailgunalan@r-tech.in
- HoursMon–Sat 9 AM–6 PM IST
Request Proposal
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