Indian Pulses Classification

Leveraging the power of Deep-learning, deployed a Flask based Web application successfully capable of identifying the type of pulse with 98% accuracy on validation dataset.

Currently supports 14 commonly used Pulses in Indian households, namely :

  • Adzuki Beans
  • Black Gram
  • Chickpeas
  • Dew Bean
  • Green Chickpeas
  • Green Gram
  • Pinto Beans
  • Red Kidney Beans
  • Red Lentils
  • Split & Skinned Black Gram
  • Split Black Gram
  • Split Green Gram
  • White Kidney Beans
  • Yellow Lentils

Refer to pulse_list.txt to get Hindi/Regional Conversion of given Pulses names

Demo : https://pulses-classification.herokuapp.com

Project link: https://github.com/RsTaK/pulses-classification