Gleed, 50, admitted making 54 indecent photographs of children in the most serious Category A.
He also admitted two more similar offences involving 54 indecent photographs in Category B, and 3767 in Category C.
Gleed was sentenced to a three-year community order and told to complete a 95 day sex-offender programme.
He was also ordered to carry out 45 days of rehabilitation activities, 120 hours of unpaid work and made him the subject of a 10 year sexual harm prevention order and five years on the sex offender registry, plus £500 costs.
Talking to the defendant Judge Ticehurst said: "You told the probation officer that you thought 'some of them looked like they were enjoying it'."
The judge described one of the images that Gleed had downloaded, showing a 3-year-old girl being tied up and abused.
"I want you to tell everyone in this this court how much you enjoyed looking at this image," he said.
"Everyone in this court is disgusted by you, and your behaviour," the judge added before telling the defendant to "get out".