The video call feature is currently available on the mobile version of the Whatsapp messenger, and it will take some time for the feature to makes its way to the Web version of Whatsapp.
If you do not have Whatsapp on your device, you can download it from the links below.
Whatsapp for Android – Click Here
Whatsapp for iOS – Click Here
Whatsapp for PC – Click Here