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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: | Bird Species Image Identification using Deep Learning |
| Authors Name: | Animesh Tade , Atharva kulkarni , Suyog Sulke , Sameer Shah , , Dr. Aparna Pande |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJNRD_189445
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| Published Paper Id: | IJNRD2305758 |
| Published In: | Volume 8 Issue 5, May-2023 |
| DOI: | |
| Abstract: | These days, many inexperienced bird watchers have trouble remembering and identifying all the various bird species. Additionally, in order to save and care for diverse bird species, the general public and newly employed rescue team members lack the ability to do so. They have to go through a difficult process to locate large publications like "Birds of the Indian Subcontinent." In this study, we evaluate a deep learning-based AI model that is good at identifying birds from photographs and provide the results. One of the top Deep Learning techniques, Transfer Learning, is used in the study's Simple Web App to recognise photographs. To become more familiar with Google's InceptionV3 model,1000 photos with annotations for each of the 325 different bird species in the dataset.The article presents empirical studies that evaluate different approaches and yield insightful results. It suggests multiple possibilities for future research in the areas of object recognition and neural network- based machine learning. |
| Keywords: | Deep Learning, InceptionV3, Bird Identification, CNN, ImageNet |
| Cite Article: | "Bird Species Image Identification using Deep Learning", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 5, page no.h435-h439, May-2023, Available :http://www.ijnrd.org/papers/IJNRD2305758.pdf |
| Downloads: | 000118753 |
| 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:IJNRD2305758 Registration ID: 189445 Published In: Volume 8 Issue 5, May-2023 DOI (Digital Object Identifier): Page No: h435-h439 Country: Pune, Maharashtra, India Research Area: Computer Engineering Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2305758 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2305758 |
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
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