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.
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