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Stars9
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Rank 1,934,467 (Top 39 %)
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LanguageJupyter Notebook
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Created about 3 years ago
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Updated about 3 years ago
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Repository Details
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.
More Repositories
1
toxic_plant_detector
this project is all about the pretrained CNN(mobilenetv2) which is capable of differentiating toxic plants from safe plants using transfer learning.Jupyter Notebook
12
2
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 optionsJupyter Notebook
10
3
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.Jupyter Notebook
10
4
body_measurement_calculator
this python project uses a series of else if loops to calculate 9 different body measurements and also provides the healthy ranges for most of themJupyter Notebook
10
5
fashion_mnist
this project is all about building,creating,training,evaluating and testing a convolutional neural network (CNN) to solve the famous fashion mnist datasetJupyter Notebook
10
6
cardiovascular_risk_prediction
this project is done to predict the risk of cardiovascular disease using 10 basic information.Jupyter Notebook
9
7
heamophilia_predictor
this project predicts the presence of an genetically inherited disease called heamophilia by asking a series of questionsJupyter Notebook
9
8
vehicle_registration_number_generator
this project generates a registration number for vehicle based on area of residence in chennai
9
9
lung-CT-classification
This project is a website that classifies the given lung CT image into one of the four lung cancers like adenocarcinoma, large cell carcinoma, squamous cell carcinoma and normal.Jupyter Notebook
9
10
weight_loss_tracker
this project tracks the calories burnt in a gym session by adding up individual activities and using this creates a weight loss programme based on the goal decided by the userJupyter Notebook
9
11
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 returnedJupyter Notebook
9
12
OCT-classification
OCT is a non-invasive technology used for the diagnosis of the eye, especially the retina. This project uses such OCT images to classify and aid in the diagnosis of age-related retinal problems.Jupyter Notebook
8
13
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 timeJupyter Notebook
8
14
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
8
15
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 outputJupyter Notebook
8
16
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 proceduesJupyter Notebook
7
17
ML-project--prostrate-cancer-prediction
This project involves the development of ML algorithms for prediction of prostrate cancerJupyter Notebook
7
18
ML-project--EEG-control-test-prediction
This project is about the development of SVM to classify patients based on their EEG dataJupyter Notebook
7
19
tkinter-1-calorie_calculator
this is a tkinter application which creates a graphic user interface useful for calculating calories for individual activities and then showing the entire result.Jupyter Notebook
7
20
ML-project--control-test-prediction-using-EEG
This project involves the development of ML models for several EEG datasets.Jupyter Notebook
7
21
ML-project--breast-cancer-prediction--coimbra-dataset
The project involves the development of ANN for predicting breast cancer using coimbra datasetJupyter Notebook
7
22
flight-delay-prediction--kaggle-comp
This notebook is a submission for a kaggle competition to predict delays in flight.Jupyter Notebook
7
23
facial-feature-classification-for-autism
this project is about a website that detects autism in children using the frontal facial images.Jupyter Notebook
7
24
ML-project--lumpy-skin-disease-prediction
This code uses machine learning to predict the presence of lumpy skin disease (a dreadful skin disease that can affect the entire body of cattle) based on geospatial data. The dataset was cleaned, and it has class imbalance, so it was appropriately resampled and was trained with an SVM.Jupyter Notebook
7
25
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.Jupyter Notebook
7
26
food-consumption-data-cleaning
This work explains the standard steps involved in data cleaning for a csv dataset using pandas, numpy, seaborn, scipy and sklearn libraries.Jupyter Notebook
6
27
brain-tumor-detection
this project is about a website that automatically detects the brain tumor from the given MRI images.Jupyter Notebook
6
28
ML-project--stroke-prediction
This project involves the prediction of stroke from basic lifestyle and bioparameters of the patient.Jupyter Notebook
6
29
ML-project--diabetes-prediction
This project involves the comparison of performance of ML and DL algorithm for the prediction of diabetes.Jupyter Notebook
6
30
Prediction-of-Invasive-Ductal-Carcinoma-using-Biopsy-Images
Jupyter Notebook
6
31
food-nutritional-database--data-cleaning
This project involves the cleaning of the food nutritional database provided by United Nations Childrenβs Fund (UNICEF). This code deals with the empty values, irrelevant data, duplicate data, outliers along with appropriate feature scaling techniques.Jupyter Notebook
6
32
ML-project--heart-disease-prediction
this notebook is done as a submission to kaggle competition for heart disease predictionJupyter Notebook
6
33
ML-project--breast-cancer-prediction-using-mean-radiological-features
this project involves the development of SVM and ANN to predict breast cancer based on mean radiological features.Jupyter Notebook
6
34
spotify-explicit-content-prediction
this project is about the development of ML algo to predict explicit content in spotifyJupyter Notebook
5
35
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....Jupyter Notebook
5
36
tkinter-4-haarcascades
this is an integration of open-cv with Tkinter to build a GUI which can recognize and block the face, eyes, and the individual right and left eye. also, the user has the option of selecting the colur for the box from 5 optionsJupyter Notebook
4
37
emotion-detection-through-speech
Python
4
38
audio-classification
Jupyter Notebook
4
39
Week-2--Basics-of-Image-Classification
this notebook is about the workflow of image classification using tensorflow and kerasJupyter Notebook
4
40
streamlit-to-heruko
3
41
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.Python
3
42
Integrated-system-for-detection-of-diabetes-using-deep-learning
Python
3
43
sairamadithya
3
44
webscrapping_mobile_phone_amazon
This notebook is about the usage of requests and beautifulsoap to scrap data from amazon website and create a csv file out of it.Python
3
45
website-for-smartagri
repo for website for smartagriPython
3
46
Protien-powder-dataset-scrapping-from-flipkart
This project is about the development of a dataset for protein powder price estimation using webscrapping technique from flipkart website.Python
3
47
nn
jomipo
3
48
metropt--predictive-maintenance-
Python
3
49
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.Python
3
50
Chronic-Kidney-Disease-Prediction-using-ML
This project is about the development of a machine learning model and website for the automated diagnosis of chronic kidney disease from blood tests using machine learning.Python
3
51
urinary-stone-segmentation
Python
3
52
GastroEffNetV1--CNN-based-detection-of-gastrointestinal-abnormalities-from-capule-endoscopy-images
Python
3
53
portfolio-website
my portfolio website designed using HTML, CSS and JSJavaScript
3
54
mithun
Jupyter Notebook
2
55
integrated-deep-learning-framework-for-breast-cancer-diagnosis-using-medical-imaging
Python
1