No
Already answered here for more details: Do websockets allow for p2p (browser to browser) communication?
Update:
The WebRTC protocol and API is making rapid progress and allows a Data Channel to be established between two peers (you still may need a STUN/TURN server for the initial NAT traversal and setup).