The probability of detecting a supernova associated with a gamma-ray burst is currently 0.00346%. A network of several telescopes in different geographical coordinates, checking data in different photometric filters, analyzing images and taking into account the features of the host galaxy in which the burst occurred will help to discover more supernovae. The study was published in Pattern Recognition and Image Analysis.