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Title: :  Controlling Media Operations On An Automated Local Machine Using Media Operations
PaperId: :  14017
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 2 2021
DUI:    16.0415/IJARIIE-14017
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Abhinav RathoreDayananda Sagar Academy of Technology and Management
Anwesh HarshDayananda Sagar Academy of Technology and Management
Nair Ashutosh KamleshDayananda Sagar Academy of Technology and Management
Aditya Rampure RDayananda Sagar Academy of Technology and Management
Dr. Seemanthini KDayananda Sagar Academy of Technology and Management

Abstract

Computer Science Engineering
Hand Gestures, ResNet, Jester, CNN, Computer Vision
In everyday life, people speak with one another and utilize an expansive scope of motions during the time spent connection.Aside from relational correspondence, numerous hours are gone through in the association with electronic gadgets. Hand signal acknowledgment is an arduous assignment to tackle in recordings. In this paper, we use a residual attention network that has been trained from start to finish to recognise hand motions. Given the numerous attention blocks stacked on top of each other, a network is fabricated which makes various highlights at every consideration block. Our consideration based residual network (ResATN) can be fabricated and stretched out to extremely profound layers. Utilizing this network, a broad examination is performed on different networks dependent on three freely accessible datasets. We evaluated our network using one of the finest recognition dataset(Jester) and achieved competitive performances by training the network from scratch. This hand signal recognition system will not only replace the use of a mouse to monitor the media player, but will also include various gesture commands that will be useful in controlling the programme.

Citations

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IJARIIE Abhinav Rathore, Anwesh Harsh, Nair Ashutosh Kamlesh, Aditya Rampure R, and Dr. Seemanthini K. "Controlling Media Operations On An Automated Local Machine Using Media Operations" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 2 2021 Page 1644-1648
MLA Abhinav Rathore, Anwesh Harsh, Nair Ashutosh Kamlesh, Aditya Rampure R, and Dr. Seemanthini K. "Controlling Media Operations On An Automated Local Machine Using Media Operations." International Journal Of Advance Research And Innovative Ideas In Education 7.2(2021) : 1644-1648.
APA Abhinav Rathore, Anwesh Harsh, Nair Ashutosh Kamlesh, Aditya Rampure R, & Dr. Seemanthini K. (2021). Controlling Media Operations On An Automated Local Machine Using Media Operations. International Journal Of Advance Research And Innovative Ideas In Education, 7(2), 1644-1648.
Chicago Abhinav Rathore, Anwesh Harsh, Nair Ashutosh Kamlesh, Aditya Rampure R, and Dr. Seemanthini K. "Controlling Media Operations On An Automated Local Machine Using Media Operations." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 2 (2021) : 1644-1648.
Oxford Abhinav Rathore, Anwesh Harsh, Nair Ashutosh Kamlesh, Aditya Rampure R, and Dr. Seemanthini K. 'Controlling Media Operations On An Automated Local Machine Using Media Operations', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 2, 2021, p. 1644-1648. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Controlling_Media_Operations_On_An_Automated_Local_Machine_Using_Media_Operations_ijariie14017.pdf (Accessed : 01 September 2022).
Harvard Abhinav Rathore, Anwesh Harsh, Nair Ashutosh Kamlesh, Aditya Rampure R, and Dr. Seemanthini K. (2021) 'Controlling Media Operations On An Automated Local Machine Using Media Operations', International Journal Of Advance Research And Innovative Ideas In Education, 7(2), pp. 1644-1648IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Controlling_Media_Operations_On_An_Automated_Local_Machine_Using_Media_Operations_ijariie14017.pdf (Accessed : 01 September 2022)
IEEE Abhinav Rathore, Anwesh Harsh, Nair Ashutosh Kamlesh, Aditya Rampure R, and Dr. Seemanthini K, "Controlling Media Operations On An Automated Local Machine Using Media Operations," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 2, pp. 1644-1648, Mar-App 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/Controlling_Media_Operations_On_An_Automated_Local_Machine_Using_Media_Operations_ijariie14017.pdf [Accessed : 01 September 2022].
Turabian Abhinav Rathore, Anwesh Harsh, Nair Ashutosh Kamlesh, Aditya Rampure R, and Dr. Seemanthini K. "Controlling Media Operations On An Automated Local Machine Using Media Operations." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 2 (01 September 2022).
Vancouver Abhinav Rathore, Anwesh Harsh, Nair Ashutosh Kamlesh, Aditya Rampure R, and Dr. Seemanthini K. Controlling Media Operations On An Automated Local Machine Using Media Operations. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : 01 September 2022]; 7(2) : 1644-1648. Available from: https://ijariie.com/AdminUploadPdf/Controlling_Media_Operations_On_An_Automated_Local_Machine_Using_Media_Operations_ijariie14017.pdf
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