* Basic: Finding the Edges - Sobel Edge Operator

Our eyes can spot edges without problems, but how do computers determine what's an edge and what's not? 

Image Analyst Dr. Mike Pound explains the Sobel Edge operator.


About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Basic: The W of Illumination Geometry

What is the W of illumination geometry? How to choose the correct light source for an imaging application? 

Join Gregory Hollows, Director of Machine Vision Solutions, explains the similarities and differences between brightfield and darkfield illumination. We will learn how these two illumination techniques allow one to see different pieces of information from the object under inspection.



About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Basic: What is Telecentric Lens? What are the Pros and Cons of a Telecentric Lens?

Telecentric lenses utilize a unique optical design concept to maintain constant magnification over a specific field of view and working distance to minimize perspective error. Telecentric lenses are incredibly useful in gauging applications.


Join Gregory Hollows, Director of Machine Vision Solutions, as he compares standard imaging lenses to telecentric lenses in three distinct imaging examples to illustrate the importance of using the correct imaging optics and optical principles to obtain the best measurements.



About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Basic: Machine Vision Camera and Camera Interfaces Introduction

This video introduces the parts of a machine vision camera.


There are five standardized interfaces for machine vision cameras.  This video outlines the properties that differentiate the interfaces and allow the machine vision system developer to select the right interface. 

The following five each one describing a particular interface -- Camera Link, GigE Vision, USB3 Vision, CoaXPress, and finally Camera Link HS. 


About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

How To: Sectioning For Profile Measurement - LMI Technologies

How to use Sectioning for Cross-Sectional Profiles on Surface scans with the Gocator 2xxx series from LMI Technologies



About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Basic: How Computer Vision Work?

Today we’re going to talk about how computers see. We’ve long known that our digital cameras and smartphones can take detailed images, but taking pictures is not quite the same thing. 

For the past half-century, computer scientists have been working to help the computer understand the imagery they capture. 

From tracking hands and whole bodies, biometrics to unlock our phones, and giving autonomous cars the ability to understand their surroundings.



About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

How To: How Image Filters Work - Basic Machine Vision

Image filters make most people think of Instagram or Camera Phone apps, but what's going on at pixel level? 

Image Analyst Dr. Mike Pound explains some of the most common filters.



About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Application: Vision Sort Labeling Solution with HALCON - MVTec

Vision Sort Labeling Solutions (http://www.visionsort.org) has recently signed on several big Central California packers as new customers for its Produce Traceability Labeling Technology. 

The company’s latest technology provides much-needed solutions to the Fruit & Vegetable Packers and Plant controls needs. 

Vision Sort has also reduced error on labeling to almost zero, made possible by a combination of software (HALCON) and hardware integrated to maximize control over material handling, box and size recognition, and label application.




About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

How To: Deep Learning Anomaly Detection with MERLIC - MVTec

In this tutorial, you will learn Anomaly Detection.

We will take a look at the example application “detect_anomalies_of_bottles.mvapp”. We will also learn how to use MVTec MERLIC’s new “Detect Anomalies”-Tool.



Content
0:00 Introduction
0:38 What is Anomaly Detection?
1:56 Example “detect_anomalies_of_bottles.mvapp”
2:56 Training with only “good” images
4:00 Results inside the Creator
4:34 Training with the addition of “bad” images
5:25 Visualization within the Frontend
6:11 Outro 


In this video, MERLIC 5.0 is used. http://www.merlic.com/


About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Vision 2021 Show: LMI Technologies with TKH - LMI Technologies

Enjoy a walk through the first day of Vision 2021 with our TKH family in Stuttgart, Germany.

Experience the sights of the various show booths, the people that attended, and the different industry-leading 2D and 3D vision technologies on display.



About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

How To: Deep Learning Classification with MERLIC - MVTec

In this Youtube video, you will learn how to use MVTec MERLIC’s new “Classify Image”-Tool together with the Deep Learning Tool. We will take a look at the example application “classify_pills.mvapp”. 

You will learn what classification is, and what kinds of applications it can be use for.



0:00 Introduction

0:28 What is Classification?

1:06 Example “classify_pills.mvapp”

1:37 Classification Workflow with the Deep Learning Tool

2:34 Results inside the Creator

3:36 Visualization within the Frontend

3:57 Outro

In this video, MERLIC 5.0 is used. http://www.merlic.com/


About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Webinar: Singulate Crowded Scans Using Part Detection - LMI Technologies

This webinar addresses a common issue of crowded scans and difficulty isolating discrete items in your scan. 

We cover how to use Part Detection to find and identify many crowded items.  Then demonstrates how to adjust Part Detection settings to singulate items in a scan.



 

About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Application: In Line Dual Sensor Gap and Flush Inspection - LMI Technologies

At LMI, we are excited to provide our automotive partners with cutting-edge gap and flush measurement capabilities.

For the configuration seen here, we are using one downward-facing, ultra-wide field of view Gocator 2490 to determine the 6 degrees of freedom of the vehicle. That information is then relayed to a Kuka robot arm, allowing our buddied, blue line Gocator 2440’s to make a detailed gap and flush measurements.

Buddied sensors are networked to generate a single, high-accuracy 3D scan of the target. This configuration also solves for any potential occlusions on the scan target. 

Scanning and inspection happen continuously and with no external computing required; as the vehicle moves down the assembly line. 

Find out more at lmi3d.com



About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

How To: Hand-eye calibration with - MVTec Halcon

In this tutorial, we use HDevelop to perform a quick and easy approximate hand-eye calibration. This hand-eye calibration is necessary to pick and place objects, which are observed by a stationary 3D sensor, with a robot. 

There are many ways to perform a hand-eye calibration with HALCON. In this video, the robot holds a ping pong with its gripper while the 3D sensor acquires image data. 

With the corresponding poses, we can calibrate the transformation from the camera coordinate system into the robot coordinate system. We show several approaches to check the calibration and then pick and place an object using the calibration result.

Content

0:00 Introduction

1:09 The HDevelop example program calibrate_hand_eye_stationary_cam_approx_sphere.hdev

2:30 Perform the hand-eye calibration

5:50 Check the result

6:35 Pick and place test objects

In this video, a preview version of MVTec HALCON 21.11 is used. You can download the used HDevelop program here: 

https://www.mvtec.com/services-support/videos-tutorials/single-video/hand-eye-calibration-with-halcon-3d



About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

How To: 3D Surface Blob Tool to Detect Defection - LMI Technologies

This video highlights the new Surface Blob tool in Gocator for identifying surface defects. 

LMI Technologies improves 3D Scanning and software tools to simplify new applications in the automation industry.


You can learn more using the following link:

https://lmi3d.com/blog/introducing-3d-surface-blob-analysis/


About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

How To: Hybrid Approach in Deep Learning - MVTec Halcon

In this presentation, MVTec introduces a hybrid approach for object detection with HALCON. 

Dr. Patrick Follmann shows how to reduces the labeling effort by using Shape-based matching AND Deep Learning. With this hybrid approach, it can achieve excellent precision and a fast runtime.



About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Webinar: Line Confocal Imaging - LMI Technologies

Juha Saily introduces LMI Technologies 3D Line Confocal Sensors. We discuss LCI technology, LMI products, and typical applications. 

Please ask any questions you may have about this exciting addition to the LMI Technologies suite of products!

0:00 Introduction

1:24 Agenda

2:10 LMI Technologies

3:10 Product Lineup

6:20 Line Confocal Imaging (LCI)

12:36 Line Confocal Sensors

24:26 Integration in Inspection Systems

31:11 Scan Examples

50:25 Questions

About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

How To: Image Filters Technique - MVTec Halcon

In this tutorial, you’ll learn about some of the most used image filters in MVTec HALCON, how they work, and the application. 

First, we will look at smoothing filters, such as mean_image and median_image, and how filter masks work. Then, you’ll get to know some arithmetic filters, like sub_image, invert_image, and scale_image. 

Next, we have a look at many different applications that we can solve with these filters. You’ll learn about what to look out for when using filters on images with reduced domains. 

0:28 How mean_image and median_image work

2:26 Some examples for arithmetic filters

2:57 Application examples

5:25 Reduced domains and image filters



About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

How To: Gocator Scripting Tool - LMI Technologies

Join two of our expert Application Engineers for the Scripting Tools 101 webinar. 

They will show how to set up the Gocator Script Tool, provide examples showing how to retrieve measurements, outline some limitations of this tool, and offer debugging tips.

Using the Script Tool, users can write a customized script to use measurements from other tools and perform specific calculations to output their required measurements. This feature enables you to customize your application.

0:00 Introduction

1:03 Agenda

2:05 Script Tool Introduction

4:41 Demo: Changing Measurements Units

10:31 Demo: Averaging Measurements Over a Number of Frames

14:13 Q&A

18:11 Common Applications

18:48 Limitations

19:37 Things to Keep in Mind

20:36 Q&A



About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Sample Application: 3D Smart Sensors in Electric Vehicle Inspection - LMI Technologies

In this presentation, we will introduce battery inspection applications using single and multiple 3D Smart Sensors. 

We will discuss measurement requirements for conducting QA on battery and automotive production and how Gocator solves these challenges. 

We will also provide a brief overview of some of the measurement tools used in these applications.



About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

How To: Halcon Deep Learning - MVTec Halcon(Halcon 21.05)

Introduction and Preparation of the Dataset

In the first part of this tutorial series, you will learn what is classification and classification applications. Then, we will look at the first HDevelop example series on HALCON classification. 

Within this program, we will learn how to read and split a dataset. Next, we preprocess the labeled data to be suitable for the deep learning model. 

Then, you will be ready for training, which we will learn about in the next video.

0:00 Intro

0:22 Introduction of the technology

1:20 Working with the HDevelop example  classify_pill_defects_deep_learning_1_preprocess.hdev

1:53 Read the dataset

2:33 Split the dataset for training, validation, and testing

3:30 Preprocess the dataset



Train a Model

In the second part of this tutorial series, you will learn how to train a classification model with MVTec HALCON. 

We will have a look at some hyperparameters that influence the training progress, like for example the learning rate. Additionally, we will learn how and when to augment your data. 

We will have a look at how to interpret the extensive training progress visualization. For example, we will examine the ‘top-1-error’, which is to check the performance of the model during training. 

0:00 Intro

0:29 Select a suitable device for the training

0:53 Training hyperparameters: learning rate, batch size, epochs, …

2:47 Augment the training data

3:36 Visualization of the training progress


Evaluate the Trained Model – HALCON Deep Learning

In the third part of this tutorial series on HALCON’s deep-learning-based classification, we will check the deep-learning-based object detection model we trained in the previous video. 

First, we will inspect some pie charts, visualizing the precision and recall of the model on a given dataset. Additionally, a confusion matrix helps us analyze the classes in detail. Finally, we have a look at the heatmap.

0:00 Intro

0:57 Evaluate the pie charts for precision and recall

2:48 Inspect the heatmap visualization


Apply the Model (Inference) – HALCON Deep Learning

In the last part of this tutorial series on HALCON deep-learning-based classification, we will apply the model we trained and evaluated before. 

0:00 Intro

0:24 Select a suitable device for inference

0:48 Adapt the batch size for ideal performance

1:13 Inference workflow


About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

How To: Integrate MERLIC with MQTT - MVTec Merlic

Good integration of your machine vision application into the manufacturing process can increase product quality and efficiency. 

The MQTT protocol is to establish fast and lightweight communication between machines on modern factory floors. 

Curious? Watch our new MERLIC video. You will learn how to integrate your MERLIC vision application into an MQTT network. And how to control it from a tablet.

In this video, MERLIC 4.8 is used. Learn more about MVTec MERLIC at www.merlic.com




About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Gocator + UR Cobot Cap Pick and Place Demo - LMI Technologies

Field Application Engineer Team Lead Michael Fisher demonstrates how to use an LMI 3D machine vision system for 3D pick and place applications with a UR robot.  

He scans an earbud with a Gocator laser line profiler to locate the stem of the earbud, communicating that location to the UR robot arm to pick it up and place it inside the earbud case.




About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Greenhouse Automation - MVTec Halcon

The automation of processes in greenhouses using machine vision technologies makes it possible to meet the increasing demand for quality, hygiene, and food safety. 

With the help of machine vision, harvesting robots able to detect, classify and cut ripe crops. Also, multispectral imaging and deep learning technologies enable early detection of nutrient deficiency or signs of disease to ensure the best quality yields. 

Learn more about machine vision for agriculture solutions: 

https://www.mvtec.com/industries/agriculture



About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

MVTec Software GmbH is a leading international manufacturer of software for machine vision used in all demanding areas of imaging like the semiconductor industry, surface inspection, automatic optical inspection systems, quality control, metrology, medicine, or surveillance. In particular, software by MVTec enables new automation solutions for the Industrial Internet of Things by providing modern technologies like 3D vision, deep learning, and embedded vision.

Visit mvtec.com to learn more about us.

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

AI and Machine Vision Solution for Meat Processing - LMI Technologies

Automated inspection maximizes yield and minimizes operating expenses in meatpacking factories. We expand on-site support teams with world-class software and AI engineers.

Learn more at:  https://lmi3d.com/factorysmart-ai-introduction/

Meat Processing - Loin Sorting Application


Meat Processing - Loin Pull Grading Application



About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Since 1998, LMI Technologies has worked to advance 3D smart sensor technology(3D machine vision) for fast and accurate measurement. Our flagship Gocator and FocalSpec product lines help factories achieve 100% inspection, reduce waste by optimization, and improve efficiency by simplifying automation. Trusted in the most challenging applications, our 3D machine vision solutions help customers improve control of their processes and stay ahead of the competition.

Visit lmi3d.com to learn more about our 3D sensor technologies.

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

MERLIC's Anomaly Detection - MVTec Halcon

In this video, Anomaly Detection( Deep-learning-based) is used to inspect the PCB surface inspection. E.g., detection and segmentation of defects. 

The feature of Anomaly Detection is only a small number of high-quality images needed for training. Defects of varying appearance can be detected without any previous knowledge or any labeling efforts. 

Learn more about our deep learning technologies:

https://www.mvtec.com/technologies




About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

MVTec Software GmbH is a leading international manufacturer of software for machine vision used in all demanding areas of imaging like the semiconductor industry, surface inspection, automatic optical inspection systems, quality control, metrology, medicine, or surveillance. In particular, software by MVTec enables new automation solutions for the Industrial Internet of Things by providing modern technologies like 3D vision, deep learning, and embedded vision.

Visit mvtec.com to learn more about us.

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Opposite Layout and Alignment of Gocator Profile Sensors - LMI Technologies

This video shows how to set up two Gocator Profile sensors in an opposite layout.  

We also show two alignment methods between two Gocator Profile sensors.

00:00 - 00:20 Intro

00:21 - 02:20 Types of Layouts & Alignment

02:21 - 08:16 Live Demo



About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Since 1998, LMI Technologies has worked to advance 3D smart sensor technology(3D machine vision) for fast and accurate measurement. Our flagship Gocator and FocalSpec product lines help factories achieve 100% inspection, reduce waste by optimization, and improve efficiency by simplifying automation. Trusted in the most challenging applications, our 3D machine vision solutions help customers improve control of their processes and stay ahead of the competition.

Visit lmi3d.com to learn more about our 3D sensor technologies.

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Hand-eye calibration & Pick and Place with UR Cobot - MVTec HALCON(Machine Vision, Robot Machine Vision)

Part #1

There are many ways to perform a hand-eye calibration with HALCON. In this video, we approach a calibration plate with the gripper of our robot and use these poses to get a correspondence of the camera coordinate system and the robot coordinate system. 

Hand-eye calibration is necessary for pick and place applications.

Content

0:08 Theory & Background 

1:05 Calibrate the touching point 

2:20 Perform the hand-eye calibration




Part #2

In this tutorial, we use shape-based matching to locate an object on a planar surface. Then, we teach a robot how to approach the object. 

Content 

0:08 Previous preparations and next steps 

0:37 Create the shape model 

1:15 Define the robot’s approach 

1:42 Test the application




About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

MVTec Software GmbH is a leading international manufacturer of software for machine vision used in all demanding areas of imaging like the semiconductor industry, surface inspection, automatic optical inspection systems, quality control, metrology, medicine, or surveillance. In particular, software by MVTec enables new automation solutions for the Industrial Internet of Things by providing modern technologies like 3D vision, deep learning, and embedded vision.

Visit mvtec.com to learn more about us.

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

How to use Gocator Emulator - LMI Technologies(Machine Vision, 3D Machine Vision)

The emulator is an interactive simulation of Gocator’s interface. Each scenario contains recorded data and measurement tools. This video explains how to use Gocator Emulator. 

Try the Online Emulator at https://lmi3d.com/virtual-3D-smart-sensor/




About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Since 1998, LMI Technologies has worked to advance 3D smart sensor technology(3D machine vision) for fast and accurate measurement. Our flagship Gocator and FocalSpec product lines help factories achieve 100% inspection, reduce waste by optimization, and improve efficiency by simplifying automation. Trusted in the most challenging applications, our 3D machine vision solutions help customers improve control of their processes and stay ahead of the competition.

Visit lmi3d.com to learn more about our 3D sensor technologies.

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

3D Vision Guided Robotic Assembly - MVTec HALCON(Machine Vision, 3D Machine Vision)

Kinemetrix (www.kinemetrix.com) built an automated clip assembly cell in which parts are fed onto a conveyor in arbitrary 3D orientation, then picked and rotated by an articulated robot so that a plastic clip can be inserted. 

The position and orientation of the parts are determined by using 3D point cloud data and HALCON's surface-based 3D matching technology.




About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

MVTec Software GmbH is a leading international manufacturer of software for machine vision used in all demanding areas of imaging like the semiconductor industry, surface inspection, automatic optical inspection systems, quality control, metrology, medicine, or surveillance. In particular, software by MVTec enables new automation solutions for the Industrial Internet of Things by providing modern technologies like 3D vision, deep learning, and embedded vision.

Visit mvtec.com to learn more about us.

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Inspecting Injection-Molded Parts - LMI Technologies(Machine Vision, 3D Machine Vision)

How many steps does it take to measure the planarity of plastic tabs on an injection-molded battery cover? 

Join David Kepniss, 3D Vision Expert, in this demonstration using Gocator​ 3D smart sensor.




About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Since 1998, LMI Technologies has worked to advance 3D smart sensor technology(3D machine vision) for fast and accurate measurement. Our flagship Gocator and FocalSpec product lines help factories achieve 100% inspection, reduce waste by optimization, and improve efficiency by simplifying automation. Trusted in the most challenging applications, our 3D machine vision solutions help customers improve control of their processes and stay ahead of the competition.

Visit lmi3d.com to learn more about our 3D sensor technologies.

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Print quality inspection of bar and data codes - MVTec HALCON(Machine Vision, Bar Codes, Data Codes)

You will learn how to apply print quality inspection to bar and data codes with MVTec HALCON on this video.

We’ll focus on the international standards ISO/IEC 15415 and 15416. At the same time also get to know ISO/IEC 29158 and SEMI T10-0701, which focus on the quality of direct part marking (DPM) codes. 

Furthermore, we’ll have a look at the importance of a standard-conform image acquisition setup. We’ll go through two HDevelop examples that simulate printed codes and apply print quality inspection. 

0:00​ Basic introduction to print quality inspection 

0:38​ The standards supported by MVTec HALCON 

1:37​ Standard-conform image acquisition 

2:38​ HDevelop examples 

We are using HALCON 20.11 in this tutorial. 



About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

MVTec Software GmbH is a leading international manufacturer of software for machine vision used in all demanding areas of imaging like the semiconductor industry, surface inspection, automatic optical inspection systems, quality control, metrology, medicine, or surveillance. In particular, software by MVTec enables new automation solutions for the Industrial Internet of Things by providing modern technologies like 3D vision, deep learning, and embedded vision.

Visit mvtec.com to learn more about us.

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Gocator 3D Surface Blob Tool - LMI Technologies (Machine Vision, 3D Machine Vision, Blob Analysis)

This video is a follow-up to the previous Surface Blob tool in Gocator's latest Firmware.  

This particular application shows how this tool count the number of objects in 3D scan application. LMI Technologies improves 3D Scanning and software tools to simplify new applications in the automation industry.




About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Since 1998, LMI Technologies has worked to advance 3D smart sensor technology(3D machine vision) for fast and accurate measurement. Our flagship Gocator and FocalSpec product lines help factories achieve 100% inspection, reduce waste by optimization, and improve efficiency by simplifying automation. Trusted in the most challenging applications, our 3D machine vision solutions help customers improve control of their processes and stay ahead of the competition.

Visit lmi3d.com to learn more about our 3D sensor technologies.

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Gocator 3D Pattern Matching - LMI Technologies(3D Machine Vision, Machine Vision)

This video demonstrates Gocators new Surface Pattern matching tool for identifying the part location and orientation using 3D scanning. 

The industry-first Surface Pattern Matching tool allows users to use contour-based part matching to locate parts and features from 2D or 3D data regardless of scale, orientation, partial occlusion, distortion, contrast or height reversal, and overlapping patterns. 

LMI Technologies improves and simplifies 3D Machine Vision and software in the automation industry.




About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Since 1998, LMI Technologies has worked to advance 3D smart sensor technology(3D machine vision) for fast and accurate measurement. Our flagship Gocator and FocalSpec product lines help factories achieve 100% inspection, reduce waste by optimization, and improve efficiency by simplifying automation. Trusted in the most challenging applications, our 3D machine vision solutions help customers improve control of their processes and stay ahead of the competition.

Visit lmi3d.com to learn more about our 3D sensor technologies.

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Embedded Vision Starterkit - MVTec Halcon(Embedded Machine Vision, Deep Learning)

MVTec has bundled its industry and application know-how with Allied Vision Technologies GmbH and NVIDIA. 

The result is a ready-to-use starter kit that makes it easy to test embedded vision applications and shorten prototyping stages. 

Watch the video to see what machine vision technologies you can try with the starter kit.

More information at Embedded Machine Vision Starterkit  



About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

MVTec Software GmbH is a leading international manufacturer of software for machine vision used in all demanding areas of imaging like the semiconductor industry, surface inspection, automatic optical inspection systems, quality control, metrology, medicine, or surveillance. In particular, software by MVTec enables new automation solutions for the Industrial Internet of Things by providing modern technologies like 3D vision, deep learning, and embedded vision.

Visit mvtec.com to learn more about us.

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Introducing 360 Degree Mesh Data Generation - LMI Technologies(3D Machine Vision)

Now users can transform multiple 3D point clouds into “meshed” surface data for use in high-precision shape measurement and inspection. 

Mesh data consists of interconnected data points that form a continuous, 360º surface representing the object’s complete geometry that leverages high accuracy 6DoF alignment for wide and ring-type multi-sensor layouts. 

Users can then apply any of Gocator’s built-in Surface tools to perform advanced measurements on the meshed surface (e.g., measuring features on the sides of objects).




About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Since 1998, LMI Technologies has worked to advance 3D smart sensor technology(3D machine vision) for fast and accurate measurement. Our flagship Gocator and FocalSpec product lines help factories achieve 100% inspection, reduce waste by optimization, and improve efficiency by simplifying automation. Trusted in the most challenging applications, our 3D machine vision solutions help customers improve control of their processes and stay ahead of the competition.

Visit lmi3d.com to learn more about our 3D sensor technologies.

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Deep Learning Classification - MVTec Halcon(Deep Learning, Machine Vision Library)

With the MVTec Deep Learning Tool, it’s possible to train a deep-learning-based classification model from scratch. 

First, we import images of your application – using the folder structure, the Deep Learning Tool can assign labels automatically. We can then review our data by filtering the images according to these labels.  

After that, we train the model using transfer learning and pre-trained networks provided by MVTec. 

Lastly, we can review the trained model in detail, using a confusion matrix, heatmaps, and more.  Deep Learning Tool(version 0.5) used in this video. 

Get more information at MVTec deep learning tool





About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

MVTec Software GmbH is a leading international manufacturer of software for machine vision used in all demanding areas of imaging like the semiconductor industry, surface inspection, automatic optical inspection systems, quality control, metrology, medicine, or surveillance. In particular, software by MVTec enables new automation solutions for the Industrial Internet of Things by providing modern technologies like 3D vision, deep learning, and embedded vision.

Visit mvtec.com to learn more about us.

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

What is MVTec MERLIC? Industrial Machine Vision Software

MVTec MERLIC is a machine vision software for quickly building machine vision applications without programming. It is based on MVTec's extensive machine vision expertise and combines reliable, fast performance with ease of use.

Powerful, innovative, and user-friendly – MERLIC – a new generation of machine vision software.



About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

MVTec Software GmbH is a leading international manufacturer of software for machine vision used in all demanding areas of imaging like the semiconductor industry, surface inspection, automatic optical inspection systems, quality control, metrology, medicine, or surveillance. In particular, software by MVTec enables new automation solutions for the Industrial Internet of Things by providing modern technologies like 3D vision, deep learning, and embedded vision.

Visit mvtec.com to learn more about us.

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.

Introducing GoHMI SDK - LMI Technologies(3D Machine Vision)

Using the new GoHMI SDK and Visual Studio, programmers can now develop their custom-made Human-Machine Interface(HMI) with a richer, more interactive operator user experience. 

The GoHMI SDK tool consists of libraries that allow you to build an application with different Gocator data display options.  

You can choose 2D or 3D scan data, tables and charts for stats and measurements, interactive buttons (Start, Stop, etc.), value editor, sensor and job drop-downs, and exposure control.



About Us:

Advance Ultravision is the main distributor of Industrial Machine Vision products and components in Malaysia. We specialized in Machine Vision software such as Machine Learning, Deep Learning, Machine Vision Software Library, and 3D Machine Vision.

More information at advanceultravision.com

Since 1998, LMI Technologies has worked to advance 3D smart sensor technology(3D machine vision) for fast and accurate measurement. Our flagship Gocator and FocalSpec product lines help factories achieve 100% inspection, reduce waste by optimization, and improve efficiency by simplifying automation. Trusted in the most challenging applications, our 3D machine vision solutions help customers improve control of their processes and stay ahead of the competition.

Visit www.lmi3d.com to learn more about our 3D sensor technologies.

Curated By:

Vincent Hua is a Malaysia-based Machine Vision sales engineer, an ex-Machine Vision cum Automated Machine software engineer. Specialized in a machine vision system for Semiconductor / Electronics / Automotive sector.


Surface Pattern Matching - LMI Gocator

The industry-first Surface Pattern Matching tool allows users to implement contour-based part matching to locate parts and features from 2D or 3D data regardless of scale, orientation, partial occlusion, distortion, contrast or height reversal, and overlapping patterns. 

Surface Pattern Matching allows the user to find one or more patterns simultaneously in a single scan cycle, which is especially useful when scanning complex parts or surface features that have multiple patterns of interest.




Find more information about LMI Gocator here: https://lmi3d.com/

Find more information about Machine Vision here: http://advanceultravision.com/ 

Machine Vision for Agriculture - MVTec Halcon

Plant protection is an important component of crop cultivation to ensure high yields and best quality. Growing objections and increasingly strict regulations of traditional protection methods are challenges that have to be faced – today and in the future.

Therefore, it is necessary for crop protection products to be put to particularly efficient use. With the help of industrial image processing, it is possible to distinguish between crops and weeds in real time during the spraying process and to precisely apply the agent.




Find more information about Halcon here: https://mvtec.com

Find more information about Machine Vision here: http://advanceultravision.com/

Deep OCR - MVTec Halcon

With Deep OCR, MVTec introduces a holistic deep-learning-based approach for optical character recognition (OCR). 

Deep OCR can localize numbers and letters much more robustly, regardless of their orientation, font type, and polarity. The ability to group characters automatically allows the identification of whole words. This improves the recognition performance significantly and avoids the misinterpretation of characters with similar appearances.



Find more information about Halcon here: https://mvtec.com

Find more information about Machine Vision here: http://advanceultravision.com/

Surface Inspection(Scratch Detection) for Bearing and Battery - DeeDiim Sensors




For more information on Surface Inspection and Scratch Detection here: http://www.deediim.com/en/index.php

For more information about Machine Vision here: http://advanceultravision.com/ 

Gocator Major UI Improvements - LMI Gocator

Gocator firmware 6.0 offers a number of major User Interface improvements to make your inspection process easier to develop, visualize, and more productive. Follow along as we show you practical examples in which these improvements prove to be useful.




Find more information about LMI Gocator here: https://lmi3d.com/

Find more information about Machine Vision here: http://advanceultravision.com/