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Aksh's Projects

audio-classification- icon audio-classification-

This project classifies audio , using Deep Learning modelDeployed Model using Flask API Uses URBANSOUND8K Dataset

auto-coloring-of-black-and-white-images icon auto-coloring-of-black-and-white-images

The model consists of 2 parts, the encoder and decoder. I employed the notion of transfer learning for the encoder section of the model and used the pretrained VGG19 model as the encoder. I experimented with the 'rmsprop' and 'adam' optimizers. Adam's convergence was better than rmsprop's. The model is deployed using the Streamlit API.

digit_recognizer_kaggle icon digit_recognizer_kaggle

Competition Description MNIST ("Modified National Institute of Standards and Technology") is the de facto “hello world” dataset of computer vision. Since its release in 1999, this classic dataset of handwritten images has served as the basis for benchmarking classification algorithms. As new machine learning techniques emerge, MNIST remains a reliable resource for researchers and learners alike. In this competition, your goal is to correctly identify digits from a dataset of tens of thousands of handwritten images. We’ve curated a set of tutorial-style kernels which cover everything from regression to neural networks. We encourage you to experiment with different algorithms to learn first-hand what works well and how techniques compare.

drum_kit icon drum_kit

DrumKit project made with html, css, javascript

image-grabber icon image-grabber

A button appears over every image on the web page and you can get the source target of the image from there.

introduction-to-c- icon introduction-to-c-

This repository contains the Basic programs for beginners , including Patterns, operators , loops, functions, arrays, character arrays, and basic searching sorting algos

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