VidyaMS's repositories
analysis_of_networks
This is a collection of notebooks where different type of networks such as Facebook users, Karate Club and IPL Team Batting are analysed using graph theory.
Kaggle_Autism_detection
Image classification for understanding facial features that lead to identifying any medical condition like autism etc
solar_power
Repo to analyse the power generated at a solar plant.
airline_network_analysis
Repo to analyse airline data such as connectivity between airports , most connected airports , shortest distance between airports etc
animal_images_identification
How accurately can animal images be identified with the help of AI ?
ASL_identification
This repo is for building models that identify the different American Sign languages.
cifar-10
Classification of images in cifar-10 dataset.
corn_leaf_disease_identification
This repo is for the task of classifying corn leaf images as 'healthy' or 'infected'.
Edge_AI_For_Fan_Motor
To identify an anomaly in Fan operation based on sensor readings.
Energy_model_optimize
Modelling the heating and energy load based on building parameters
fingers_count
Given images of count of fingers of left and right hand , can AI guess each image correctly ?
identify_yoga_pose
Using CGI generated images of yoga pose , can you build a AI to classify all type of images of yoga pose ?
malaria_cell
This repo is for identifying blood cell images that contain malaria parasite.
marble_quality_check
Repo to build a model for marble quality check based on the images
PM_for_Scania_trucks
Predicting the failure of APS components based on sensor data
Pneumonia_diagnosis
Normal or Pneumonia condition diagnosis with Xray image classification.
predictive_maintenance
Repo for analysis and model building for predicting machine failure.
price_optimization_for_logit
Price optimization for Logit price response function
Scenery_identification
This repo is for the classification of scenery images. There are 6 types of sceneries and with the help of a Deep Learning , it's an attempt to see how good an accuracy can be achieved.
Selection_modelling
Modelling the probability of selection
telecom_churn
Telecom Churn Analysis and prediction.
tomato_classification
Attempt to classify tomato images . There are 15 different classes.
wind_turbine_data_analysis
Repo for analysing data collected at a wind turbine and predicting wind speed and power.