SACMI COMPUTER VISION AI: Industrial cases use · SACMI Imola AI4DIS 2020 23rd January 2020,...
10
SACMI COMPUTER VISION AI: Industrial cases use Donato Laico Vision Systems Engineering Department SACMI IMOLA S.C.
Transcript of SACMI COMPUTER VISION AI: Industrial cases use · SACMI Imola AI4DIS 2020 23rd January 2020,...
SACMI COMPUTER VISION
AI: Industrial cases use
Donato LaicoVision Systems Engineering DepartmentSACMI IMOLA S.C.
SACMI Imola
AI4DIS 2020 23rd January 2020, Bologna, Italy
SACMI Imola is the parent company of the SACMI Group, an Italian cooperative that is the leading international designer, producer and marketer of manufacturing plants and industrial technology for the ceramic and packaging sectors. SACMI has enjoyed market success for 100 years and is now a major Italian enterprise in terms of size, sales, areas covered and services provided.
Sacmi Computer Vision
The use of a vision system comes from the need to
control the quality of the products obtained from Sacmi
machines.
The first System was installed in 1987 on a machine
for crown caps (l’istogrammatore hardware)
Currently they are designed (hardware and software)
and made in the Quality & Process Control business
unit and is controlled the quality of plastic and metal
caps, bottles, labels, cans, lithographed sheets ...
AI4DIS 2020 23rd January 2020, Bologna, Italy
Our customers' products are increasingly
personalized and complex
Traditional vision algorithms are
difficult to use for quality control of
such complex products
Sacmi produces increasingly high-performance and
sophisticated machines and
processes
The end customer needs more
qualified and more expensive
personnel to manage them
IA
ARTIFICIAL
INTELLIGENCE
a necessary innovation
for SACMI Computer
Vision
SACMI Computer Vision R&D
AI4DIS 2020 23rd January 2020, Bologna, Italy
AI for simplification: the cavities numbers in the moulds
AI4DIS 2020 23rd January 2020, Bologna, Italy
SACMI Computer Vision R&D
DEEP LEARNING techniques
Numbers of any font type, contrast and
font size are recognized without any
additional operation by the machine
operator.
AI for simplification: the cavities numbers in the moulds
AI4DIS 2020 23rd January 2020, Bologna, Italy
SACMI Computer Vision R&D
AI for process control:
Identification of plastic stress in preform moulding
AI4DIS 2020 23rd January 2020, Bologna, Italy
SACMI Computer Vision R&D
GOOD DEFECTIVE
SACMI Computer Vision R&D
AI4DIS 2020 23rd January 2020, Bologna, Italy
AI for process control:
Identification of plastic stress in preform moulding
Artificial Intelligence techniques
automatic, unsupervised, simple and effective
method to discriminate between defective and
good containers:
AUTOMATIC IN-LINE PROCESS CONTROL
AI for process control:
Identification of plastic stress in preform moulding
AI4DIS 2020 23rd January 2020, Bologna, Italy
SACMI Computer Vision R&D
