Download the source code from here(ViewPager with previous and next page boundaries)
MainActivity.java
package com.deepshikha.viewpager;
import android.content.Context;
import android.content.res.Configuration;
import android.os.Build;
import android.support.v4.app.Fragment;
import android.support.v4.app.FragmentActivity;
import android.support.v4.app.FragmentManager;
import android.support.v4.app.FragmentPagerAdapter;
import android.support.v4.app.FragmentStatePagerAdapter;
import android.support.v4.view.ViewPager;
import android.support.v7.app.AppCompatActivity;
import android.os.Bundle;
import android.util.DisplayMetrics;
import android.util.Log;
import android.util.SparseArray;
import android.view.ViewGroup;
import java.util.ArrayList;
import java.util.List;
public class MainActivity extends FragmentActivity {
    ViewPager pager;
    MyPageAdapter obj_adapter;
    String str_device;
    @Override
    public void onCreate(Bundle savedInstanceState) {
        super.onCreate(savedInstanceState);
        setContentView(R.layout.activity_main);
        init();
    }
    private void init() {
        pager = (ViewPager) findViewById(R.id.viewpager);
        differentDensityAndScreenSize(getApplicationContext());
        List<Fragment> fragments = getFragments();
        pager.setAdapter(obj_adapter);
        pager.setClipToPadding(false);
        if (str_device.equals("normal-hdpi")){
            pager.setPadding(160, 0, 160, 0);
        }else if (str_device.equals("normal-mdpi")){
            pager.setPadding(160, 0, 160, 0);
        }else if (str_device.equals("normal-xhdpi")){
            pager.setPadding(160, 0, 160, 0);
        }else if (str_device.equals("normal-xxhdpi")){
            pager.setPadding(180, 0, 180, 0);
        }else if (str_device.equals("normal-xxxhdpi")){
            pager.setPadding(180, 0, 180, 0);
        }else if (str_device.equals("normal-unknown")){
            pager.setPadding(160, 0, 160, 0);
        }else {
        }
        obj_adapter = new MyPageAdapter(getSupportFragmentManager(), fragments);
        pager.setPageTransformer(true, new ExpandingViewPagerTransformer());
        pager.setAdapter(obj_adapter);
    }
    class MyPageAdapter extends FragmentPagerAdapter {
        private List<Fragment> fragments;
        public MyPageAdapter(FragmentManager fm, List<Fragment> fragments) {
            super(fm);
            this.fragments = fragments;
        }
        @Override
        public Fragment getItem(int position) {
            return this.fragments.get(position);
        }
        @Override
        public int getCount() {
            return this.fragments.size();
        }
    }
    private List<Fragment> getFragments() {
        List<Fragment> fList = new ArrayList<Fragment>();
        fList.add(MyFragment.newInstance("Fragment 1",R.drawable.imags));
        fList.add(MyFragment.newInstance("Fragment 2",R.drawable.image1));
        fList.add(MyFragment.newInstance("Fragment 3",R.drawable.image2));
        fList.add(MyFragment.newInstance("Fragment 4",R.drawable.image3));
        fList.add(MyFragment.newInstance("Fragment 5",R.drawable.image4));
        return fList;
    }
    public int differentDensityAndScreenSize(Context context) {
        int value = 20;
        String str = "";
        if ((context.getResources().getConfiguration().screenLayout & Configuration.SCREENLAYOUT_SIZE_MASK) == Configuration.SCREENLAYOUT_SIZE_SMALL) {
            switch (context.getResources().getDisplayMetrics().densityDpi) {
                case DisplayMetrics.DENSITY_LOW:
                    str = "small-ldpi";
                    // Log.e("small 1","small-ldpi");
                    value = 20;
                    break;
                case DisplayMetrics.DENSITY_MEDIUM:
                    str = "small-mdpi";
                    // Log.e("small 1","small-mdpi");
                    value = 20;
                    break;
                case DisplayMetrics.DENSITY_HIGH:
                    str = "small-hdpi";
                    // Log.e("small 1","small-hdpi");
                    value = 20;
                    break;
                case DisplayMetrics.DENSITY_XHIGH:
                    str = "small-xhdpi";
                    // Log.e("small 1","small-xhdpi");
                    value = 20;
                    break;
                case DisplayMetrics.DENSITY_XXHIGH:
                    str = "small-xxhdpi";
                    // Log.e("small 1","small-xxhdpi");
                    value = 20;
                    break;
                case DisplayMetrics.DENSITY_XXXHIGH:
                    str = "small-xxxhdpi";
                    //Log.e("small 1","small-xxxhdpi");
                    value = 20;
                    break;
                case DisplayMetrics.DENSITY_TV:
                    str = "small-tvdpi";
                    // Log.e("small 1","small-tvdpi");
                    value = 20;
                    break;
                default:
                    str = "small-unknown";
                    value = 20;
                    break;
            }
        } else if ((context.getResources().getConfiguration().screenLayout & Configuration.SCREENLAYOUT_SIZE_MASK) == Configuration.SCREENLAYOUT_SIZE_NORMAL) {
            switch (context.getResources().getDisplayMetrics().densityDpi) {
                case DisplayMetrics.DENSITY_LOW:
                    str = "normal-ldpi";
                    // Log.e("normal-ldpi 1","normal-ldpi");
                    str_device = "normal-ldpi";
                    value = 82;
                    break;
                case DisplayMetrics.DENSITY_MEDIUM:
                    // Log.e("normal-mdpi 1","normal-mdpi");
                    str = "normal-mdpi";
                    value = 82;
                    str_device = "normal-mdpi";
                    break;
                case DisplayMetrics.DENSITY_HIGH:
                    // Log.e("normal-hdpi 1","normal-hdpi");
                    str = "normal-hdpi";
                    str_device = "normal-hdpi";
                    value = 82;
                    break;
                case DisplayMetrics.DENSITY_XHIGH:
                    //Log.e("normal-xhdpi 1","normal-xhdpi");
                    str = "normal-xhdpi";
                    str_device = "normal-xhdpi";
                    value = 90;
                    break;
                case DisplayMetrics.DENSITY_XXHIGH:
                    // Log.e("normal-xxhdpi 1","normal-xxhdpi");
                    str = "normal-xxhdpi";
                    str_device = "normal-xxhdpi";
                    value = 96;
                    break;
                case DisplayMetrics.DENSITY_XXXHIGH:
                    //Log.e("normal-xxxhdpi","normal-xxxhdpi");
                    str = "normal-xxxhdpi";
                    str_device = "normal-xxxhdpi";
                    value = 96;
                    break;
                case DisplayMetrics.DENSITY_TV:
                    //Log.e("DENSITY_TV 1","normal-mdpi");
                    str = "normal-tvdpi";
                    str_device = "normal-tvmdpi";
                    value = 96;
                    break;
                default:
                    // Log.e("normal-unknown","normal-unknown");
                    str = "normal-unknown";
                    str_device = "normal-unknown";
                    value = 82;
                    break;
            }
        } else if ((context.getResources().getConfiguration().screenLayout & Configuration.SCREENLAYOUT_SIZE_MASK) == Configuration.SCREENLAYOUT_SIZE_LARGE) {
            switch (context.getResources().getDisplayMetrics().densityDpi) {
                case DisplayMetrics.DENSITY_LOW:
                    str = "large-ldpi";
                    // Log.e("large-ldpi 1","normal-ldpi");
                    value = 78;
                    break;
                case DisplayMetrics.DENSITY_MEDIUM:
                    str = "large-mdpi";
                    //Log.e("large-ldpi 1","normal-mdpi");
                    value = 78;
                    break;
                case DisplayMetrics.DENSITY_HIGH:
                    //Log.e("large-ldpi 1","normal-hdpi");
                    str = "large-hdpi";
                    value = 78;
                    break;
                case DisplayMetrics.DENSITY_XHIGH:
                    // Log.e("large-ldpi 1","normal-xhdpi");
                    str = "large-xhdpi";
                    value = 125;
                    break;
                case DisplayMetrics.DENSITY_XXHIGH:
                    //Log.e("large-ldpi 1","normal-xxhdpi");
                    str = "large-xxhdpi";
                    value = 125;
                    break;
                case DisplayMetrics.DENSITY_XXXHIGH:
                    // Log.e("large-ldpi 1","normal-xxxhdpi");
                    str = "large-xxxhdpi";
                    value = 125;
                    break;
                case DisplayMetrics.DENSITY_TV:
                    //Log.e("large-ldpi 1","normal-tvdpi");
                    str = "large-tvdpi";
                    value = 125;
                    break;
                default:
                    str = "large-unknown";
                    value = 78;
                    break;
            }
        } else if ((context.getResources().getConfiguration().screenLayout & Configuration.SCREENLAYOUT_SIZE_MASK) == Configuration.SCREENLAYOUT_SIZE_XLARGE) {
            switch (context.getResources().getDisplayMetrics().densityDpi) {
                case DisplayMetrics.DENSITY_LOW:
                    // Log.e("large-ldpi 1","normal-ldpi");
                    str = "xlarge-ldpi";
                    value = 125;
                    break;
                case DisplayMetrics.DENSITY_MEDIUM:
                    // Log.e("large-ldpi 1","normal-mdpi");
                    str = "xlarge-mdpi";
                    value = 125;
                    break;
                case DisplayMetrics.DENSITY_HIGH:
                    //Log.e("large-ldpi 1","normal-hdpi");
                    str = "xlarge-hdpi";
                    value = 125;
                    break;
                case DisplayMetrics.DENSITY_XHIGH:
                    // Log.e("large-ldpi 1","normal-hdpi");
                    str = "xlarge-xhdpi";
                    value = 125;
                    break;
                case DisplayMetrics.DENSITY_XXHIGH:
                    // Log.e("large-ldpi 1","normal-xxhdpi");
                    str = "xlarge-xxhdpi";
                    value = 125;
                    break;
                case DisplayMetrics.DENSITY_XXXHIGH:
                    // Log.e("large-ldpi 1","normal-xxxhdpi");
                    str = "xlarge-xxxhdpi";
                    value = 125;
                    break;
                case DisplayMetrics.DENSITY_TV:
                    //Log.e("large-ldpi 1","normal-tvdpi");
                    str = "xlarge-tvdpi";
                    value = 125;
                    break;
                default:
                    str = "xlarge-unknown";
                    value = 125;
                    break;
            }
        }
        return value;
    }
}