Essential for the Plastic Products Manufacturing Industry! Detection of Container Type and Quantity

Easily check the reflection part! Detecting the number of plastic containers by type using a smartphone.

We would like to introduce a case study of detecting the number of different types of plastic containers using the AI platform service "HAMPANAI AI," which allows anyone to easily create AI models. In a certain warehouse, approximately 20 types of plastic containers are stored randomly. Attempts to detect the number of each type faced challenges due to reflections from the wrapping and similarities in shape, leading other AI services to determine that it was technically unfeasible. We created an AI model that can withstand practical operation using our mobile app. After implementation, we achieved a judgment accuracy of 98% during the PoC phase and discovered a new inspection method using smartphones. *The demonstration on the screen is recreated using edible bowls for illustrative purposes. 【Challenges】 ■ Random storage of similar containers and reflections from wrapping create high difficulty in judgment. ■ Increased human errors due to the repetition of simple tasks. ■ Low productivity in the counting process. *For more details, please refer to the PDF document or feel free to contact us.

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