In this paper, the effects of humidity, annealing temperature and deposition method including one step method, sequential deposition rout and hot casting technique are investigated on the morphology of perovskite layer. The optimal conditions for deposition of perovskite layers are introduced. Formation and growth of CH3NH3PbI3 perovskite crystals by these procedures leads to completely different crystal shapes and sizes and as a result different cell efficiency and environmental stability. Humidity and annealing temperature have great effect on the morphology of perovskite layer in one step method. It was found that in one step method by increasing the humidity from < 10% to similar to 40% (during spin coating and annealing the CH3NH3PbI3 perovskite) morphology of the spin coated layer evolves from mostly ribbon shape with a large number of voids to layers comprising hollow fibers. However increase of the annealing temperature from 100 to 140 degrees C results in decreasing the diameter of the formed hollow fibers. In hot casting technique, by controlling the casting temperature, a very compact flat layer including lotus leaf-like morph with fewer pinholes can be created. Cells fabricated using CH3NH3PbI3 cuboid crystals grown by sequential deposition rout showed the highest photocurrent and power conversion efficiency (4.8%). However deposited layers via sequential deposition rout and then the cells fabricated using them are not chemically as stable as those prepared by one step method for long time performance due to humidity induced degradation of large crystal of CH3NH3PbI3 to smaller size.