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Sushant@AI's Projects

art-generation-with-neural-style-transfer icon art-generation-with-neural-style-transfer

Coursera - CNN Programming Assignment: In this project we will take two images - a content image and a style reference image (such as an artwork by a famous painter) - and blend them together so the output image looks like the content image, but “painted” in the style of the style reference image

creating-customer-segments icon creating-customer-segments

Machine Learning Nano-degree Project : To identify customer segments hidden in product spending data collected for customers of a wholesale distributor

dinosaurus_island_character icon dinosaurus_island_character

Coursera - RNN Programming Assignment: In this project, we are in charge of a special task: Leading biology researchers are creating new breeds of dinosaurs and bringing them to life on earth, and our job is to give names to these dinosaurs. If a dinosaur does not like its name, it might go berserk, so choose wisely!

dog-breed-classifier icon dog-breed-classifier

Deep Learning Nanodegree Project : Given an image of a dog, the algorithm will identify an estimate of the canine’s breed. If supplied with an image of a human, the code will identify the resembling dog breed.

emojify icon emojify

Coursera - RNN Programming Assignment: In this project, we'll implement a model which inputs a sentence (such as "Let's go see the baseball game tonight!") and finds the most appropriate emoji to be used with this sentence (⚾️).

face-recognition icon face-recognition

Coursera - CNN Programming Assignment: In this project, we will build a face recognition system with FaceNet. Face recognition is a method of identifying or verifying the identity of an individual using their face in photos, video, or in real-time

fashion-clothing-classification icon fashion-clothing-classification

Kaggle Machine Learning Competition Project : In this project, we will create a classifier to classify fashion clothing into 10 categories learned from Fashion MNIST dataset of Zalando's article images

generating-tv-scripts icon generating-tv-scripts

Deep Learning Nanodegree Project : To generate Simpsons TV scripts using part of the Simpsons data-set of scripts from 27 seasons.

human-activity-recognition-with-smartphones icon human-activity-recognition-with-smartphones

Kaggle Machine Learning Competition Project : To classify activities into one of the six activities performed by individuals by reading the inertial sensors data collected using Smartphone.

improvise-a-jazz-solo icon improvise-a-jazz-solo

Coursera - RNN Programming Assignment: In this project, we will implement a model that uses an LSTM to generate music. In the end, we'll even be able to listen to your own music!

neural-machine-translation icon neural-machine-translation

Coursera - RNN Programming Assignment: In this project, we will build a Neural Machine Translation (NMT) using an attention model, one of the most sophisticated sequence-to-sequence models.

predicting-boston-housing-prices icon predicting-boston-housing-prices

Machine Learning Nano-degree Project : To assist a real estate agent and his/her client with finding the best selling price for their home

system-design-101 icon system-design-101

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

trigger-word-detection icon trigger-word-detection

Coursera - RNN Programming Assignment: In this project, we will construct a speech dataset and implement an algorithm for trigger word detection (sometimes also called keyword detection, or wake word detection).

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