Essays about: "Automated Defect Detection"

Showing result 1 - 5 of 11 essays containing the words Automated Defect Detection.

  1. 1. A comparison between random testing and adaptive random testing

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Nicklas Johansson; Ola Aareskjold; [2023]
    Keywords : Adaptive random testing; Random testing; Defect detection efficiency; test case generation time;

    Abstract : Software testing is essential for quality assurance, with automated techniques such as random testing and adaptive random testing being cost-effective solutions compared to others. Adaptive random testing seeks to enhance random testing, and there is a conception that adaptive random testing always should replace random testing. READ MORE

  3. 2. Quality Control: Detect Visual Defects on Products Using Image Processing and Deep Learning

    University essay from Malmö universitet/Fakulteten för teknik och samhälle (TS)

    Author : Isac Pettersson; Johan Skäremo; [2023]
    Keywords : Computer vision; Deep learning; image processing; Defect detection; Small object detection;

    Abstract : Computer vision, a prominent subfield of artificial intelligence, has gained widespread util-ization in diverse domains such as surveillance, security, and robotics. This research en-deavors to develop an semi-automated defect detection system serving as a quality controlassurance mechanism for Nolato MediTor, a manufacturing company within the medicaldevice industries engaged in the production of anesthesia breathing bags. READ MORE

  4. 3. Utilizing Input Simulation for Video Game Test Automation : A Case Study

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Auguste Jerlström; [2022]
    Keywords : Input Simulation; Interaction Simulation; User Interface; Test Automation; Quality Assurance;

    Abstract : In typical software projects, it is common that half of the development time and cost is spent on testing the software. Software Test Automation is an area that has been rapidly expanding in recent years because of its capacity to test features rapidly and efficiently, but in the Video Game industry, this concept is still in its infancy and common practices are still being developed. READ MORE

  5. 4. Inspecting product quality with computer vision techniques : Comparing traditional image processingmethodswith deep learning methodson small datasets in finding surface defects

    University essay from

    Author : Jim Hult; Pontus Pihl; [2021]
    Keywords : Visual inspection; Edge detection; Template matching; Machine Learning; Transfer learning; Image augmentation; defect detection;

    Abstract : Quality control is an important part of any production line. It can be done manually but is most efficient if automated. Inspecting qualitycan include many different processes but this thesisisfocusedon the visual inspection for cracks and scratches. READ MORE

  6. 5. Machine Learning to Detect Anomalies in the Welding Process to Support Additive Manufacturing

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Vinod Kumar Dasari; [2021]
    Keywords : Autoencoders; Defect detection; Anomaly detection; Additive manufacturing; Welding defect detection;

    Abstract : Additive Manufacturing (AM) is a fast-growing technology in manufacturing industries. Applications of AM are spread across a wide range of fields. The aerospace industry is one of the industries that use AM because of its ability to produce light-weighted components and design freedom. READ MORE