I am currently using this code and it is working fine,
$objectManager = \Magento\Framework\App\ObjectManager::getInstance();
$cart = $objectManager->get('\Magento\Checkout\Model\Cart');
$totalQuantity = $cart->getQuote()->getItemsQty();
but it is not working on few category pages as well as Home page in my theme. Please help.