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Arvind Kr Vartiya's Projects

adminlte icon adminlte

AdminLTE - Free admin dashboard template based on Bootstrap 4

autopilot icon autopilot

A simple self-driving car module for humans 🚘 🛣️

django-ecommerce icon django-ecommerce

Ecommerce website built with Django 2.2.3, Python 3.7.3, Stripe and AWS

django-ecommerce-2 icon django-ecommerce-2

Django-ecommerce is a fully open-source E-commerce platform built using Django Web Framework, designed with Bootstrap4...

fullstack-course4 icon fullstack-course4

Example code for HTML, CSS, and Javascript for Web Developers Coursera Course

gans-tensorflow2 icon gans-tensorflow2

🚀 Variants of GANs most easily implemented as TensorFlow2. GAN, DCGAN, LSGAN, WGAN, WGAN-GP, DRAGAN, ETC...

gdl_code icon gdl_code

The official code repository for examples in the O'Reilly book 'Generative Deep Learning'

human-activity-recognition-with-neural-network-using-gyroscopic-and-accelerometer-variables icon human-activity-recognition-with-neural-network-using-gyroscopic-and-accelerometer-variables

The VALIDATION ACCURACY is BEST on KAGGLE. Artificial Neural Network with a validation accuracy of 97.98 % and a precision of 95% was achieved from the data to learn (as a cellphone attached on the waist) to recognise the type of activity that the user is doing. The dataset's description goes like this: The sensor signals (accelerometer and gyroscope) were pre-processed by applying noise filters and then sampled in fixed-width sliding windows of 2.56 sec and 50% overlap (128 readings/window). The sensor acceleration signal, which has gravitational and body motion components, was separated using a Butterworth low-pass filter into body acceleration and gravity. The gravitational force is assumed to have only low frequency components, therefore a filter with 0.3 Hz cutoff frequency was used.

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

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