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Montek Singh's Projects

medicalmnistclassification icon medicalmnistclassification

I have implemented a CNN using Python and TensorFlow framework to classify radiological images from the Medical MNIST dataset. This dataset consists of 58954 images with 6 different classes. I managed to train, validate and test my neural network by achieving an accuracy of 99.52% on the test data.

opencloseroutesservice icon opencloseroutesservice

Cycle routes occasionally use paths that aren’t open all the time - for example parks are often closed in the evening. We’d like to know when these paths are closed, so we can pick an alternative route for our riders. We have a dataset of opening time strings for the paths we care about; from this we’d like to be able to tell if a path is open at a specific time. The format of an opening time string is defined as follows: ● An opening hours expression is an optional day expression followed by a time expression. ● A day expression is either a single day, or a range of days indicated by two days separated with a - character. A day is one of Sa, Su, Mo, Tu, We, Th, Fr ● A time expression is a range of times separated with a - character. Times are expressed in 24 hour clock HH:MM format For example “Tu 10:00-12:00” means open on Tuesdays from 10am to Midday. “11:00-16:00” means open every day from 11am to 4pm. Write a script that reads in comma separated opening times and datetimes (in UTC, ISO-8601 formatted) from STDIN and writes “Open” or “Closed” to STDOUT depending on whether the datetime is within the opening hours. Assume all opening hours are for paths in the UK. Example Input: 10:00-17:00,2021-05-02T13:00:00Z Tu-Fr 10:00-12:00,2021-05-04T17:31:00Z Example output: Open Closed

word-frequency-app icon word-frequency-app

Word Frequency App used to show the frequency of each word on a webpage. You can also download data in the csv format. Tech- Flask, Python, Html, Nltk package, BeautifulSoup package

youtube_command_line_app icon youtube_command_line_app

This is a youtube command line app which allows user to play,pause,stop, flag the videos. You can also create playlists. The app is highly optimized and was part of the Google Coding Challenge June 2021 (Bright Network Internship UK).

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