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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) |
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| Paper Title: | Tiny Object and Edge Detection Model |
| Authors Name: | Hariharan T , Karthikeyan S , Rogith S |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJNRD_196496
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| Published Paper Id: | IJNRD2305619 |
| Published In: | Volume 8 Issue 5, May-2023 |
| DOI: | |
| Abstract: | This work presents a tiny dust detection and inspection method using a vehicle structure model which can operate in a desk automatically and turns by detecting the corners and edges using sensors. The TOEDR is a Tiny Object and Edge Detection Robot that performs based on Deep learning. It can able to detect the tiny objects like Pen marks, Pen, Pencil and Snacks. The dataset for this model is created using COCO dataset in Roboflow. A YOLOX algorithm has been proposed to recognize the dust on the top of the table. In addition, the planner framework was proposed to TOEDR for accomplishing the Edge Detection model which only gets run when camera in the model detects the object that has been trained. The Edge Detection is created based on IoT. Using Proteus the model framework is placed. The experimental shows that The Tiny Object Detection module achieves an average of 91 percentage detection accuracy, which is more suitable for deploying the TOEDR model for purpose of multi tasking. Further, the future work for the model that is to be add new features like cleaning module, placing camera in the model that is connected by bluetooth to the model. |
| Keywords: | Tiny Object Detection; Edge Detection; deep learning; TOEDR model; Dataset; IoT |
| Cite Article: | "Tiny Object and Edge Detection Model", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 5, page no.g171-g176, May-2023, Available :http://www.ijnrd.org/papers/IJNRD2305619.pdf |
| Downloads: | 000118751 |
| ISSN: |
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID:IJNRD2305619 Registration ID: 196496 Published In: Volume 8 Issue 5, May-2023 DOI (Digital Object Identifier): Page No: g171-g176 Country: Tiruppur, Tamilnadu, India Research Area: Computer Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2305619 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2305619 |
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
Journal Starting Year (ESTD) : 2016
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