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cmaterdb.db

  • Deskripsi :

Dataset ini berisi gambar - angka Bangla tulisan tangan - kumpulan data seimbang dari total 6000 angka Bangla (32x32 RGB berwarna, 6000 gambar), masing-masing memiliki 600 gambar per kelas (per digit). Angka Dewanagari tulisan tangan - kumpulan data seimbang dari total 3000 angka Dewanagari (berwarna 32x32 RGB, 3000 gambar), masing-masing memiliki 300 gambar per kelas (per digit). Angka Telugu tulisan tangan - kumpulan data seimbang dari total 3000 angka Telugu (berwarna 32x32 RGB, 3000 gambar), masing-masing memiliki 300 gambar per kelas (per digit).

CMATERdb adalah tempat penyimpanan basis data pengenalan pola yang dibuat di laboratorium penelitian 'Pusat Aplikasi Mikroprosesor untuk Pendidikan dan Penelitian Pelatihan' (CMATER), Universitas Jadavpur, India.

FeaturesDict({
    'image': Image(shape=(32, 32, 3), dtype=tf.uint8),
    'label': ClassLabel(shape=(), dtype=tf.int64, num_classes=10),
})
@article{Das:2012:GAB:2161007.2161320,
  author = {Das, Nibaran and Sarkar, Ram and Basu, Subhadip and Kundu, Mahantapas
            and Nasipuri, Mita and Basu, Dipak Kumar},
  title = {A Genetic Algorithm Based Region Sampling for Selection of Local Features
          in Handwritten Digit Recognition Application},
  journal = {Appl. Soft Comput.},
  issue_date = {May, 2012},
  volume = {12},
  number = {5},
  month = may,
  year = {2012},
  issn = {1568-4946},
  pages = {1592--1606},
  numpages = {15},
  url = {http://dx.doi.org/10.1016/j.asoc.2011.11.030},
  doi = {10.1016/j.asoc.2011.11.030},
  acmid = {2161320},
  publisher = {Elsevier Science Publishers B. V.},
  address = {Amsterdam, The Netherlands, The Netherlands},
  keywords = {Feature selection, Genetic algorithm, N-Quality consensus,
  Optimal local regions, Region sampling, Variable sized local regions},
}
@article{Das:2012:SFC:2240301.2240421,
  author = {Das, Nibaran and Reddy, Jagan Mohan and Sarkar, Ram and Basu, Subhadip and Kundu,
            Mahantapas and Nasipuri, Mita and Basu, Dipak Kumar},
  title = {A Statistical-topological Feature Combination for Recognition of Handwritten Numerals},
  journal = {Appl. Soft Comput.},
  issue_date = {August, 2012},
  volume = {12},
  number = {8},
  month = aug,
  year = {2012},
  issn = {1568-4946},
  pages = {2486--2495},
  numpages = {10},
  url = {http://dx.doi.org/10.1016/j.asoc.2012.03.039},
  doi = {10.1016/j.asoc.2012.03.039},
  acmid = {2240421},
  publisher = {Elsevier Science Publishers B. V.},
  address = {Amsterdam, The Netherlands, The Netherlands},
  keywords = {Character recognition, Feature combination, MPCA, PCA, SVM, Statistical, Topological},
}

cmaterdb / bangla (konfigurasi default)

  • Deskripsi konfigurasi : CMATERdb Bangla Numerals

  • Ukuran download : 573.81 KiB

  • Split :

Membagi Contoh
'test' 1.000
'train' 5.000

Visualisasi

cmaterdb / devanagari.dll

  • Deskripsi konfigurasi : CMATERdb Devangari Numerals

  • Ukuran download : 275.29 KiB

  • Split :

Membagi Contoh
'test' 500
'train' 2.500

Visualisasi

cmaterdb / telugu.dll

  • Deskripsi konfigurasi : CMATERdb Telugu Numerals

  • Ukuran download : 283.90 KiB

  • Split :

Membagi Contoh
'test' 500
'train' 2.500

Visualisasi