Police launched an investigation after an alleged altercation in Newsome.
Officers cordoned off a stretch of Newsome Road opposite Tunnacliffe Road after a man suffered head injuries.
The cordon also extended into fields leading to Dawson Road.
Police confirmed a man had been taken to Huddersfield Royal Infirmary with head injuries but had left after treatment.
Inquiries are continuing.