Mathematical Problems in Engineering

Research Article

Transfer and Deep Learning-Based Gurmukhi Handwritten Word Classification Model

Table 1

Detail description of dataset with the number of training and testing samples selected for each class.
 Class 1Class 2Class 3Class 4Class 5Class 6Class 7Class 8Class 9Class 10Class 11Class 12Class 13Class 14Class 15Class 16Class 17Class 18Class 19Class 20Class 21Class 22Class 23Class 24
Class name in EnglishVaisakhJethHarhSawanBhadoAssuKatakMagarPohMaghPhagunChetJanuaryFebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberDecember
Class name in Gurumukhiਵਿਸਾਖਜੇਠਹਾੜ੍ਹਸਾਉਣਭਾਦੋਂਅੱਸੂਕੱਤਕਮੱਘਰਪੋਹਮਾਘਫੱਗਣਚੇਤਜਨਵਰੀਫਰਵਰੀਮਾਰਚਅਪ੍ਰੈਲਮਈਜੂਨਜੁਲਾਈਅਗਸਤਸਤੰਬਰਅਕਤੂਬਰਨਵੰਬਰਦਸੰਬਰ
Duration14 April to 14 May15 May to 14 June15 June to 15 July16 July to 15 August16 August to 14 September15 September to 14 October15 October to 13 November14 November to 13 December14 December to 12 January13 January to 11 February12 February to 13 March14 March to 13 April1 January to 31 January1 February to 28/29 February1 March to 31 March1 April to 30 April1 May to 31 May1June to 30 June1 July to 31 July1 August to 31 August1 September to 30 September1 October to 31 October1 November to 30 November1 December to 31 December
Number of training samples795801799782802809813789798788802819770817804786803822797788805804808799
Number of testing samples205199201218198191187211202212198181230183196214197178203212195196192201