AI Pistachio Inspection
AI that can weed out closed pistachios.
![example image](/assets/img/team.png)
tfc.ai
![example image](/assets/img/flat.png)
Food
![example image](/assets/img/city.png)
Singapore
In March 2019 a I was interested in answering the following question: Can the number of hard to open pistachios per package be significantly reduced? Currently there are about 5 - 10% of closed or almost closed pistachios that end up getting shipped to customers. Can these be filtered out?
My results using Deep Learning were pretty impressive: We quickly achieved 100% classification accuracy to the great satisfaction of our customer.
![Samples of a pistachio dataset](/assets/img/pistachio-dataset-1.jpg)
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
![Creating a pistachio dataset](/assets/img/pistachio-dataset-2.jpg)