SK7here/Identifying-free-parking-lots-CNN

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Created over 5 years ago
Updated over 5 years ago

SK7here/Identifying-free-parking-lots-CNN

SK7here

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A VGG16 model is built to identify free parking lots. Transfer learning is used while training the model.

My-First-Webinar

Source code added for all the topics I taught in my first ever webinar organised by ACE club of SVCE :)

Handwriting-in-the-void

A Multilayer perceptron model along with an opencv model is used to recognize English alphabets WRITTEN IN AIR using any object of specific color (a green bottle cap here) in real time.

Movie-Review-Sentiment-Analysis

Sentiment of a movie review is predicted using three different neural network models - MLP, CNN and LSTM. GloVe embedding is used for vector representation of words.

Loan-Approval-Prediction

Performed univariate and bivariate analysis to understand the features and their relationships for loan approval prediction. Achieved highest accuracy of 98% for Extreme Gradient Boosting among all tested machine learning classification models.

Chatbot-for-Farmers

Chatbot built using Dialogflow and Firebase that gives information on control of basic crop diseases and details about basic loans.

Extreme-gradient-boosting-parameter-tuning

Parameters of extreme gradient boosting model are fine tuned to achieve better accuracy

DCGAN-Fashion-MNIST

Built a Deep Convolutional Adversarial Neural Network (DCGAN) to generate realistic Fashion MNIST images

Jupyter Notebook

Killer-Hunter

Connecting the dots - solving murder mystery with evidences and testimonies.