Lab Assignment 5 - ROHITHKUMARN/CS5542-Bigdata-LabAssignments GitHub Wiki

Team 6-2:

Rohith Kumar Nagulapati, 16

Nageswara Rao Nandigam, 17

link to source code: source

Convolutional Neural Network

Dataset: We used MNIST dataset to build CNN model which is one dataset used for our project evaluation

Output:

Accuracy using Adam optimizer

Tensor board visualizations for Tensor flow network graph cost optimizing histogram etc.

Inception model

Dataset: we used a 10 class dataset that has bonsai, aeroplane etc... as categories

train the given dataset(given in source code) for 100 iterations using the inception model and

report accuracy. Provide TensorBoardvisualizations for Training, weights, loss etc. and validation.

Training

Accuracy

Summaries

CNN-Web for Image Classification

Dataset: We used the above-built model for image classification

Application Screenshot

Place to submit the link for image classification

Displaying Prediction Results