Pistachio Inspection
Team
tfc.ai
Industry
Food, Fruits, Vegetables
Place
Singapore
In March 2019 a customer from the food industry approached us with the following challenge: Can the number of hard to open pistachios in every package be reduced? Currently they were dealing with 5 - 10% of sub-optimal pistachios that would end up getting shipped to customers.

Our results using Deep Learning were pretty impressive: We quickly achieved 100% classification accuracy to the great satisfaction of our customer.

Easy to open (good) and hard to open (bad) pistachio dataset.
Project Details
Industry: Food (Fruits and Vegetables)
Product: Packaged Salted Pistachios
Time Frame: March - April, 2019
Products / Technologies:
  • Nvidia GeForce® GTX 1070 GPU
  • Python, PyTorch and fast.ai Deep Learning framework