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Title: :  OBJECT DETECTION AND TRACKING USING DEEP LEARNING ALGORITHMS
PaperId: :  11572
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 6 Issue 2 2020
DUI:    16.0415/IJARIIE-11572
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Dorthy ShajiSRM Valliammai Engineering College
Deepika BSRM Valliammai Engineering College
Sivapriya KSRM Valliammai Engineering College
Vendamani NSRM Valliammai Engineering College
Mohanambal KSRM Valliammai Engineering College

Abstract

Deep Learning
YOLO, Convolutional Neural Networks ,OpenCV
An object needs to be detected. This is done by the use of first and foremost Computer vision Technology YOLO i.e. you Look Only Once. It finds several applications due to its tremendous speed in detecting objects. These object needs to be tracked down, also using YOLO algorithm. YOLO object detection in images means not only to identify what kind of object is included, but also localize it inside the co-ordinates of the "bounding box" containing the Object. YOLO uses deep learning and Convolution Neural Networks (CNN) for object detection. It needs to "see" the image only once and identifies the image. It creates a unique ID for each of initial detections. And then tracking each of the objects as they move around the frames in a video, maintaining the assignment of Unique ID's. This project will be robust to occlusion. It can also be used to detect missing object that has been lost in between frames also.

Citations

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IJARIIE Dorthy Shaji, Deepika B, Sivapriya K, Vendamani N, and Mohanambal K. "OBJECT DETECTION AND TRACKING USING DEEP LEARNING ALGORITHMS" International Journal Of Advance Research And Innovative Ideas In Education Volume 6 Issue 2 2020 Page 495-498
MLA Dorthy Shaji, Deepika B, Sivapriya K, Vendamani N, and Mohanambal K. "OBJECT DETECTION AND TRACKING USING DEEP LEARNING ALGORITHMS." International Journal Of Advance Research And Innovative Ideas In Education 6.2(2020) : 495-498.
APA Dorthy Shaji, Deepika B, Sivapriya K, Vendamani N, & Mohanambal K. (2020). OBJECT DETECTION AND TRACKING USING DEEP LEARNING ALGORITHMS. International Journal Of Advance Research And Innovative Ideas In Education, 6(2), 495-498.
Chicago Dorthy Shaji, Deepika B, Sivapriya K, Vendamani N, and Mohanambal K. "OBJECT DETECTION AND TRACKING USING DEEP LEARNING ALGORITHMS." International Journal Of Advance Research And Innovative Ideas In Education 6, no. 2 (2020) : 495-498.
Oxford Dorthy Shaji, Deepika B, Sivapriya K, Vendamani N, and Mohanambal K. 'OBJECT DETECTION AND TRACKING USING DEEP LEARNING ALGORITHMS', International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 2, 2020, p. 495-498. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/OBJECT_DETECTION_AND_TRACKING_USING_DEEP_LEARNING_ALGORITHMS_ijariie11572.pdf (Accessed : 04 July 2024).
Harvard Dorthy Shaji, Deepika B, Sivapriya K, Vendamani N, and Mohanambal K. (2020) 'OBJECT DETECTION AND TRACKING USING DEEP LEARNING ALGORITHMS', International Journal Of Advance Research And Innovative Ideas In Education, 6(2), pp. 495-498IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/OBJECT_DETECTION_AND_TRACKING_USING_DEEP_LEARNING_ALGORITHMS_ijariie11572.pdf (Accessed : 04 July 2024)
IEEE Dorthy Shaji, Deepika B, Sivapriya K, Vendamani N, and Mohanambal K, "OBJECT DETECTION AND TRACKING USING DEEP LEARNING ALGORITHMS," International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 2, pp. 495-498, Mar-App 2020. [Online]. Available: https://ijariie.com/AdminUploadPdf/OBJECT_DETECTION_AND_TRACKING_USING_DEEP_LEARNING_ALGORITHMS_ijariie11572.pdf [Accessed : 04 July 2024].
Turabian Dorthy Shaji, Deepika B, Sivapriya K, Vendamani N, and Mohanambal K. "OBJECT DETECTION AND TRACKING USING DEEP LEARNING ALGORITHMS." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 6 number 2 (04 July 2024).
Vancouver Dorthy Shaji, Deepika B, Sivapriya K, Vendamani N, and Mohanambal K. OBJECT DETECTION AND TRACKING USING DEEP LEARNING ALGORITHMS. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2020 [Cited : 04 July 2024]; 6(2) : 495-498. Available from: https://ijariie.com/AdminUploadPdf/OBJECT_DETECTION_AND_TRACKING_USING_DEEP_LEARNING_ALGORITHMS_ijariie11572.pdf
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