cmatrdb

Keterangan :

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

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

Beranda : https://code.google.com/archive/p/cmaterdb/
Kode sumber : tfds.image_classification.Cmaterdb
Versi :
- 1.0.0 (default): Tidak ada catatan rilis.
Cache otomatis ( dokumentasi ): Ya
Struktur fitur :

FeaturesDict({
    'image': Image(shape=(32, 32, 3), dtype=uint8),
    'label': ClassLabel(shape=(), dtype=int64, num_classes=10),
})

Dokumentasi fitur :

Fitur	Kelas	Membentuk	Tipe D
	FiturDict
gambar	Gambar	(32, 32, 3)	uint8
label	Label Kelas		int64

Kunci yang diawasi (Lihat dokumen as_supervised ): ('image', 'label')
Kutipan :

@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},
}