Lab Assignment 6 - Achu0015/BigDataAna-App-SP2K17 GitHub Wiki

                                                Lab Assignment 6

Soultion 1:

Image Classification and Object detection using. Here I provided a Nat geo video of 30 sec which includes various animals which will be detected using our algorithm.

Following are the images which shows detection of various objects

The accuracy for the features extracted using Random Forest Tree and Decision Tree are shown below:

Solution 2

Image classification/object detection using Clarifei API

I have created an Android application which enables to detect the image and give characteristics using Clarify API

Below are the screen shots:

Once the app is installed, the page opens

Then once we click the arrow button at down of the page, we will be prompted to select the object, once we select the image the attributes will be labelled as shown

Image classification/object detection using Clarifei API https://www.clarifai.com/api

The Spark application for Image classification is done, designed the app with buttons and screens, but I'm gettong some errors with gradle, so unable to this.

The source code is placed in this pathSource code for Android app