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sairamadithya

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this notebook is done as a submission to kaggle competition for heart disease prediction

toxic_plant_detector

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image_processing_tutorial

this project is like an opencv image processing guide. this project contains about 35 different options to play with. just simply enter the location of the image and play with the 35 different options

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mnist

the mnist dataset contains grayscale images of postal numbers from 0-9 written in different formats. this is like the hello world of deep learning and it is essential that every deep learning aspirant works on this.

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body_measurement_calculator

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fashion_mnist

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cardiovascular_risk_prediction

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heamophilia_predictor

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vehicle_registration_number_generator

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lung-CT-classification

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biomedical_instument_detection

This project involves computer vision and transfer learning to detect the basic biomedical equipment as diagnostic and therapeutic. This method uses the mobilenetv2 model and was able to achieve about 90% accuracy.

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oscillator_parameter_calculator

this project can be used to calculate the frequency of operation and the feedback resistance required for proper functioning. there are two methods one with function and another without function an else if ladder is used to select the type of oscillator and then get the resistance and capacitance values then the frequency and feedback resistance values are calculated and returned

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weight_loss_tracker

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OCT-classification

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medical_waste_segregation

this project is about medical waste segregation. This works by classifying the type of waste along with a suitable method of disposal

cifar-10

the cifar-10 is a classic dataset for beginers to work upon their skills (including me). the accuracy can increase by buiding a model with more layers, however it takes time

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covid-prediction

this project detects the presence or absence of COVID using chest x-rays. a custom Convolutional Neural network is used for the task. a unique function has been used in the last step which shows the imae and output

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tkinter-2-gmail_prototype

this project is another application of the tkinter library in python which can be used to create GUI. this one has procedues

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ML-project--prostrate-cancer-prediction

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ML-project--EEG-control-test-prediction

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tkinter-1-calorie_calculator

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ML-project--control-test-prediction-using-EEG

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ML-project--breast-cancer-prediction--coimbra-dataset

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flight-delay-prediction--kaggle-comp

This notebook is a submission for a kaggle competition to predict delays in flight.

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facial-feature-classification-for-autism

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ML-project--lumpy-skin-disease-prediction

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Week-1--Image-Processing-for-Medical-Imaging

This notebook is a tutorial for some basics of image processing related to medical imaging. It involves some basic case studies at the end.

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food-consumption-data-cleaning

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brain-tumor-detection

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ML-project--stroke-prediction

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ML-project--diabetes-prediction

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Prediction-of-Invasive-Ductal-Carcinoma-using-Biopsy-Images

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food-nutritional-database--data-cleaning

This project involves the cleaning of the food nutritional database provided by United Nations Children’s Fund (UNICEF). This code deals with the empty values, irrelevant data, duplicate data, outliers along with appropriate feature scaling techniques.

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ML-project--breast-cancer-prediction-using-mean-radiological-features

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spotify-explicit-content-prediction

this project is about the development of ML algo to predict explicit content in spotify

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video_processing

this is an opencv tutorial which comprises of the 35 different options available for the user to choose upon. these are similar to that of the 35 optons available in images. here the webcam will automatically turn on and the selected option will be displayed....

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tkinter-4-haarcascades

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emotion-detection-through-speech

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audio-classification

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Week-2--Basics-of-Image-Classification

this notebook is about the workflow of image classification using tensorflow and keras

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streamlit-to-heruko

autologging_ML

this repository comprises of files related to the python package for the automated logging and visualization of metrics for classification and regression based ML tasks.

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Integrated-system-for-detection-of-diabetes-using-deep-learning

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webscrapping_mobile_phone_amazon

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website-for-smartagri

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Protien-powder-dataset-scrapping-from-flipkart

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metropt--predictive-maintenance-

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pregnancy-monitoring-from-cardiotocographic-data-using-ML

This project is about the development of a machine learning model and website for the analysis of the cardiac health of the fetus using cardiotocographic data.

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Chronic-Kidney-Disease-Prediction-using-ML

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urinary-stone-segmentation

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GastroEffNetV1--CNN-based-detection-of-gastrointestinal-abnormalities-from-capule-endoscopy-images

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portfolio-website

my portfolio website designed using HTML, CSS and JS

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integrated-deep-learning-framework-for-breast-cancer-diagnosis-using-medical-imaging

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sairamadithya/ML-project--heart-disease-prediction

sairamadithya

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