CS 771A: Introduction to Machine Learning, IIT Kanpur, 2019-20-autumn offering
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Jul 2, 2020 - Jupyter Notebook
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cs771
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CS 771A: Introduction to Machine Learning, IIT Kanpur, 2019-20-winter offering
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Sep 30, 2020 - Jupyter Notebook
CAPTCHAs are popular ways of preventing bots from attempting to log on to systems by extensively searching the password space. In its traditional form, an image is given which contains a few characters (sometimes with some obfuscation thrown in). The challenge is to identify what those characters are and in what order.
opencv
computer-vision
tensorflow
image-processing
cnn-keras
bounding-boxes
data-augmentation
iitk
cs771
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Dec 2, 2022 - Jupyter Notebook
CS771: Introduction to Machine Learning, IIT Kanpur, 2022-23-autumn offering - Mini Project
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Oct 18, 2022
Developed a computer program to automatically solve traditional CAPTCHA challenges by identifying characters in obfuscated images using image processing and machine learning.
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Jun 2, 2023 - Jupyter Notebook
Assignments of Intro to ML (CS771) course at IITK
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Aug 20, 2023 - Python
Developed a linear model for a XOR-PUF system. Here the XOR-PUF consists of three PUFs, each with eight multiplexers, and takes an 8-bit challenge as input. The goal is to create a new feature vector from the challenge and use a linear model using gradient descent to predict the PUF's response very accurately.
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Jul 17, 2023 - Python
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