If you are using iCloud Photo LIbrary, then you have to make sure that any Thumbprint photos on your device has been tapped so it will get downloaded to the device. The cloud indicates that you have Optimization turned on on your device, and the photos won't fit in full resolution on your device, so they are represented as thumbnails.