one shot rule learning for challenging character recognition dany varghese and alireza tamaddoni nezhad department of computer science university of surrey guildford uk dany varghese a tamaddoni nezhad surrey ac ...
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...One shot rule learning for challenging character recognition dany varghese and alireza tamaddoni nezhad department of computer science university surrey guildford uk a ac abstract unlike most vision approaches which depend on hundreds or thousands training images humans can typically learn from single visual example achieve this ability using back ground knowledge based machine such as in ductive logic programming ilp provide framework incorporating domain specic background these have the po tential human like small data even i e positive by contrast statistics algorithms including deep no general mechanisms paper we present an approach called hypoth esis derivation oshd is program declar ative bias apply to task malayalam due spherical complex structure hand written language other languages there currently ecient algorithm compare our results with state art siamese network has been developed suggest that gener ate understandable rules also outperforms signicantly higher average predic...