isoumikm Goto Github PK

advanced-deep-learning-with-keras

Advanced Deep Learning with Keras, published by Packt

audio-encryption-decryption-image-format-secured-channel

A novel approach to securely encrypt audio files (.wav) and transmit it through a Additive White Gaussian Noise Channel (AWGN) in an .TIFF image format and decrypt the audio at the receiver end and calculated the Bit Error Rate and Noise Generated.

awesome-algorithms

A curated list of awesome places to learn and/or practice algorithms.

certifications

classification-ct-scan-images-age-and-contrast-cnn

A computed tomography scan is a process which uses computers and X-ray machines which rotates to create cross-section images of body. The images provided by the CT scans are more accurate and detailed in comparison to normal X-ray images. The detail in the images can be increased by administering a chemical dye called contrast. The dye can be administered by a medical practitioner with prior permission from the patient as there is a risk of having side effects such as cancerous disease, head-aches and others. Our study aims at providing a classification model using a CNN learning algorithm to classify images based on age of a person and if contrast material is used. A practitioner hence can get prior knowledge about trends in CT scan images and if administering contrast material would affect the image in any way. Our proposed model provides an accuracy of 89.99% on any test CT image.

cnn_facialrecognition_lfw_fuel

Applied CNN using Keras on LFW_Fuel Dataset containing 2200 images

data-analysis

Data Analysis Using Python

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

hackerrank

Coding practices on https://www.hackerrank.com

learn_deep_learning_in_6_weeks

This is the Curriculum for "Learn Deep Learning in 6 Weeks" by Siraj Raval on Youtube

machine-learning-algorithm

The Codes generated are from the course of Machine Learning A-Z in Udemy

ml

nltkpractice

python-for-algorithms--data-structures--and-interviews

Files for Udemy Course on Algorithms and Data Structures

tkinter-tutorial

From LikeGeeks site

xception-chest-x-ray-classification

Classification of Thoracic Diseases using a novel approach with Xception Model

xception-x-ray-chest-disease-classification

Classification of Chest Diseases from X Rays using Xception Model