Coding Projects by Sreevatsav V

Capstone Project - 2

In this activity students will be working on all the basic commands taught during the lessons like creating tables, manipulating, sorting & filtering using SQL to analyze the data

Own Chat Bot

Students must prepare one chatbot on their own using Dialogflow.

Funny Minions 2

Write a program to make funny mirror images of minions using the sin function and OpenCV in python.

Multiple Face Detection

Students must implement the previously learned concepts to detect the multiple faces in an image using OpenCV in python.

Finding Corners

Students must implement the previously learned concepts to detect the corners of the chessboard using OpenCV in python.

Dual Color Detection

Students must implement the previously learned concepts to detect the two colors in an image using OpenCV in python.

Drawing with OpenCV 2

Students must implement the previously learned concepts to make colorful shapes on an image using OpenCV in python.

Playing with Images 2

Students must implement the previously learned concepts to blur the given image using OpenCV in python.

DSCM22L6

DSCM22L5

Classify whether Cat or Dog

Create an Image Classifier model to predict t present whether it is a cat or a dog in an image using Keras. In Part-1, perform data preprocessing and prepare data for feeding into the neural network. Also, create a baseline model for the same.

Classify whether Cat or Dog

Create an Image Classifier model to predict whether it is a dog or a cat in an image using Keras. First, in Part-2, perform model training on the model created in part 1 and then evaluate its performance. Next up, create functions to predict digits using the model. Since this is a huge dataset, that’s why the training time can be high. Please make sure you switch your runtime type to GPU for faster training.