Kshitiz Rimal
Student Ambassador

Kshitiz Rimal

Nepal

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Kshitiz R. added photos to project Cash Recognition for Visually Impaired

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Cash Recognition for Visually Impaired

The visually impaired people, unlike us, face difficulties in day to day monetary transactions since they cannot recognize the bank notes as easily as we can. As an initiative for the Nepalese visually impaired community, this app will aid them to recognize notes without any hassle. The Nepalese currency does not have any special feature so that the visually impaired can differentiate between the notes of different values. By hovering a smartphone over a note, this app will recognize it and play an audio enabling the user to hear and know the value of the note. The app will be bilingual, with Nepalese and English languages as audio playback options for a better user experience.

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Kshitiz R. created project Cash Recognition for Visually Impaired

Medium a82ae8ff fbec 48dc a767 6e0062545782

Cash Recognition for Visually Impaired

The visually impaired people, unlike us, face difficulties in day to day monetary transactions since they cannot recognize the bank notes as easily as we can. As an initiative for the Nepalese visually impaired community, this app will aid them to recognize notes without any hassle. The Nepalese currency does not have any special feature so that the visually impaired can differentiate between the notes of different values. By hovering a smartphone over a note, this app will recognize it and play an audio enabling the user to hear and know the value of the note. The app will be bilingual, with Nepalese and English languages as audio playback options for a better user experience.

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Kshitiz R. added photos to project Faster AI: TL;DR Version of Fast.ai Part 1 course

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Faster AI: TL;DR Version of Fast.ai Part 1 course

This series of TL;DR posts by no means are replacement to this amazing course, but instead what i like to achieve here is to reduce some shortcomings of this course, that is its length of each videos. Each video is around 2 hours long, which i think for new learner is bit overwhelming even before taking the course and many of you might have just drifted away because of that. What I wish is, you follow along these TL;DR versions and actually take the entire course after that.

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Kshitiz R. created project Faster AI: TL;DR Version of Fast.ai Part 1 course

Medium 47fb27b2 5ae4 48dd 9376 38ff4f152466

Faster AI: TL;DR Version of Fast.ai Part 1 course

This series of TL;DR posts by no means are replacement to this amazing course, but instead what i like to achieve here is to reduce some shortcomings of this course, that is its length of each videos. Each video is around 2 hours long, which i think for new learner is bit overwhelming even before taking the course and many of you might have just drifted away because of that. What I wish is, you follow along these TL;DR versions and actually take the entire course after that.

18835938 10155200852022936 3693980720113088467 n

Kshitiz R. added photos to project Ka Learn

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Ka Learn

Model retrained (Transfer Learning)on Inception V3 Model using tensorflow. It can classify devanagari alphabet ‘क’ from other alphabets or images. When provided images with fine contrast its accuracy is between 85-95%.

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Kshitiz R. created project Ka Learn

Medium 0406f3bf e25d 433e 9883 1e759358643a

Ka Learn

Model retrained (Transfer Learning)on Inception V3 Model using tensorflow. It can classify devanagari alphabet ‘क’ from other alphabets or images. When provided images with fine contrast its accuracy is between 85-95%.

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Kshitiz R. added photos to project Workshop on AI/Deep Learning

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Workshop on AI/Deep Learning

A 2 day workshop focuses on teaching AI/Deep Learning to new IT/Engineering students of Nepal. This workshop covered what artificial Neural networks are, what are the prerequisites needed to learn them, Math(Linear algebra, matrices, derivatives) and how to implement them using famous python libraries like Tensorflow, Keras and PyTorch.

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About

I am a software developer from Nepal. I have been designing and developing web/mobile apps for more than 5 years now. Recently I started this journey of Artificial Intelligence and Deep Learning. Since then, I have been taking online classes, conducting workshops on deep learning to teach other students about this fascinating technology.

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