Here I have created an ImageAdapter class by extending PagerAdapter
import android.content.Context;
import android.support.v4.view.PagerAdapter;
import android.support.v4.view.ViewPager;
import android.view.View;
import android.view.ViewGroup;
import android.widget.ImageView;
public class ImageAdapter extends PagerAdapter {
    private Context mContext;
    // Keep all Images in array
    public Integer[] mThumbIds = new Integer[] {
            R.drawable.a, R.drawable.b,
            R.drawable.c, R.drawable.d,
            R.drawable.e, R.drawable.f,
            R.drawable.g, R.drawable.h,
            R.drawable.i, R.drawable.j,
            R.drawable.k, R.drawable.l,
            R.drawable.m, R.drawable.n,
            R.drawable.o, R.drawable.p,
            R.drawable.q, R.drawable.r,
            R.drawable.t, R.drawable.u,
            R.drawable.v
    };
    // Constructor
    public ImageAdapter(Context c){
        this.mContext = c;
    }
    @Override
    public int getCount() {
        return mThumbIds.length;
    }
    @Override
    public boolean isViewFromObject(View view, Object object) {
        return view == ((ImageView) object);
    }
    @Override
    public Object instantiateItem(ViewGroup container, int position) {
        ImageView imageView = new ImageView(mContext);
        imageView.setScaleType(ImageView.ScaleType.CENTER_INSIDE);
        imageView.setPadding(8, 8, 8, 8);
        imageView.setImageResource(mThumbIds[position]);
        ((ViewPager) container).addView(imageView, 0);
        return imageView;
    }
    @Override
    public void destroyItem(ViewGroup container, int position, Object object) {
        ((ViewPager) container).removeView((ImageView) object);
    }
}
This is working fine, with just some redundant warnings, that I don't care about right now.
And here is Fragment class that will display images stored in ImageAdapter class
import android.app.Fragment;
import android.content.Intent;
import android.os.Bundle;
import android.view.LayoutInflater;
import android.view.View;
import android.widget.AdapterView;
import android.widget.AdapterView.OnItemClickListener;
import android.view.ViewGroup;
import android.widget.GridView;
public class PhotosFragment extends Fragment {
    public PhotosFragment(){}
    @Override
    public View onCreateView(LayoutInflater inflater, ViewGroup container,
            Bundle savedInstanceState) {
        View rootView = inflater.inflate(R.layout.fragment_photos, container, false);
        GridView gridView = (GridView)rootView.findViewById(R.id.grid_view);
        gridView.setAdapter(new ImageAdapter(getActivity()));
        //GridView gridView = (GridView)rootView.findViewById(R.id.grid_view);
        // Instance of ImageAdapter Class
        gridView.setOnItemClickListener(new OnItemClickListener() {
            @Override
            public void onItemClick(AdapterView<?> parent, View v,
                                    int position, long id) {
                // Sending image id to FullScreenActivity
                Intent i = new Intent (getActivity().getApplicationContext(), FullImageActivity.class);
                // passing array index
                i.putExtra("id", position);
                startActivity(i);
            }
        });
        return rootView;
    }
}
And then here is FullImageActivity class for displaying images in fullscreen
import android.app.Activity;
import android.content.Intent;
import android.os.Bundle;
import android.support.v4.view.ViewPager;
public class FullImageActivity extends Activity{
    @Override
    public void onCreate(Bundle savedInstanceState) {
        super.onCreate(savedInstanceState);
        setContentView(R.layout.full_image);
        // get intent data
        Intent i = getIntent();
        // Selected image id
        int position = i.getExtras().getInt("id");
        ImageAdapter imageAdapter = new ImageAdapter(this);
        ViewPager imageView = (ViewPager) findViewById(R.id.full_image_view);
        imageView.addView(imageAdapter.mThumbIds[position]);
    }
}
I am getting error in PhotoFragment class-setAdapter in GridView can not be applied to .ImageAdapter
And in FullImageActivity class-addView in ViewGroup can not be applied to .Integer
And here are the layout xml files
full_image.xml
<?xml version="1.0" encoding="utf-8"?>
<LinearLayout xmlns:android="http://schemas.android.com/apk/res/android"
    android:layout_width="match_parent"
    android:layout_height="match_parent"
    android:orientation="vertical" >
    <android.support.v4.view.ViewPager android:id="@+id/full_image_view"
        android:layout_width="fill_parent"
        android:layout_height="fill_parent"/>
</LinearLayout>
fragment_photo
<?xml version="1.0" encoding="utf-8"?>
<GridView xmlns:android="http://schemas.android.com/apk/res/android"
    android:id="@+id/grid_view"
    android:layout_width="fill_parent"
    android:layout_height="fill_parent"
    android:numColumns="auto_fit"
    android:columnWidth="90dp"
    android:horizontalSpacing="10dp"
    android:verticalSpacing="10dp"
    android:gravity="center"
    android:stretchMode="columnWidth" >
</GridView>
 
     
     
    