It seems to be working fine now , thanks for the help
Cool, what changes did you make so that others can learn? 
I made change in 3 properties
I increased the Anistrophy of the texture to 3
I checked the anti aliasing box which was unchecked
I also checked device pixel ratio box , all these three combined gave me my desired outcome
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