1) Plants contain membrane-bound organelles (i.e., chloroplasts), which is common in eukaryotic cells. Bacteria are prokaryotic cells that lack membrane bound organelles.
2) Although both plants and bacteria have a cell wall, they have different composition. PLants have cellulose; bacteria have peptidoglycan.
I think cyanobacteria would be an exception of photosynthetic bacteria.