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AN AUTOMATED COMPUTER VISION-BASED SYSTEM AND METHOD FOR DETECTION OF TUBERCULOSIS
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Abstract
Information
Inventors
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ORDINARY APPLICATION
Published
Filed on 25 November 2024
Abstract
ABSTRACT AN AUTOMATED COMPUTER VISION-BASED SYSTEM AND METHOD FOR DETECTION OF TUBERCULOSIS An automated computer vision-based system and method for detection of tuberculosis includes a network based devices, a server, a network and one or more processors. A data pre-processing unit is configured to process a captured one or more input smear microscopy sputum sample images received from a source machine. A data annotation unit is configured for annotation of received sputum smear microscopy sample images through labelImg 1.4.0 tool. YOLOv7_Lite architecture or model is designed as channel-pruned and scaled-down version that employs SiLU activation, being configured to adjust the depth and to reduce width of the model to enhance detection accuracy of diverse range of features related to bacilli from the received annotated microscopy sputum sample images of tuberculosis and communicating to destination device. The YOLOv7_Lite is computationally lighter deep convolutional model designed or tailored for integration into memory-constrained edge devices and reduction in size is achieved through compound scaling approach.
Patent Information
Application ID | 202441091694 |
Invention Field | COMPUTER SCIENCE |
Date of Application | 25/11/2024 |
Publication Number | 48/2024 |
Inventors
Name | Address | Country | Nationality |
---|---|---|---|
NAGARAJU Y | RESEARCH SCHOLAR, DEPARTMENT OF CSE, UNIVERSITY OF VISVESVARAYA COLLEGE OF ENGINEERING, BANGALORE – 560001, KARNATAKA | India | India |
DR. VENKATESH | ASSOCIATE PROFESSOR, DEPARTMENT OF CSE, UNIVERSITY OF VISVESVARAYA COLLEGE OF ENGINEERING, BANGALORE – 560001, KARNATAKA | India | India |
DR. SATISH BASAVARAJ BASAPUR | ASSISTANT PROFESSOR, DEPARTMENT OF INFORMATION SCIENCE AND ENGINEERING, DR. AMBEDKAR INSTITUTE OF TECHNOLOGY, BANGALORE- 560056, KARNATAKA | India | India |
Applicants
Name | Address | Country | Nationality |
---|---|---|---|
NAGARAJU Y | RESEARCH SCHOLAR, DEPARTMENT OF CSE, UNIVERSITY OF VISVESVARAYA COLLEGE OF ENGINEERING, BANGALORE – 560001, KARNATAKA | India | India |
DR. VENKATESH | ASSOCIATE PROFESSOR, DEPARTMENT OF CSE, UNIVERSITY OF VISVESVARAYA COLLEGE OF ENGINEERING, BANGALORE – 560001, KARNATAKA | India | India |
DR. SATISH BASAVARAJ BASAPUR | ASSISTANT PROFESSOR, DEPARTMENT OF INFORMATION SCIENCE AND ENGINEERING, DR. AMBEDKAR INSTITUTE OF TECHNOLOGY, BANGALORE- 560056, KARNATAKA | India | India |
Specification
Description:Attached Separately , Claims:Attached Separately
Documents
Name | Date |
---|---|
202441091694-FORM-26 [03-12-2024(online)].pdf | 03/12/2024 |
202441091694-Affidavit from Inventor [02-12-2024(online)].pdf | 02/12/2024 |
202441091694-Evidence u-s 31(d) [02-12-2024(online)].pdf | 02/12/2024 |
202441091694-FORM-31 [02-12-2024(online)].pdf | 02/12/2024 |
202441091694-COMPLETE SPECIFICATION [25-11-2024(online)].pdf | 25/11/2024 |
202441091694-DECLARATION OF INVENTORSHIP (FORM 5) [25-11-2024(online)].pdf | 25/11/2024 |
202441091694-DRAWINGS [25-11-2024(online)].pdf | 25/11/2024 |
202441091694-FIGURE OF ABSTRACT [25-11-2024(online)].pdf | 25/11/2024 |
202441091694-FORM 1 [25-11-2024(online)].pdf | 25/11/2024 |
202441091694-FORM-9 [25-11-2024(online)].pdf | 25/11/2024 |
202441091694-POWER OF AUTHORITY [25-11-2024(online)].pdf | 25/11/2024 |
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