AI/ML & CV for industrial processes

[AI - IIoT - Edge Computing]

Industrial Edge & AI Solutions Based on SIEMENS

Cloud Computing and Edge Computing to improve your automation.
Design and implementation of industrial solutions based on edge computing and cloud computing for anomaly detection, quality control and data analysis.

Working areas

Machine Learning

Development of custom algorithms with emphasis on machines and industrial processes, local or cloud operation as required, local operation is based on industrial-grade hardware to perform high-density data processing, cloud operation is based on services such as Mindsphere, Amazon IA, Google IA or Microsoft Azure Cognitive Services depending on the complexity and characteristics of each case.

Computer Vision

Integration and development of artificial vision systems for the detection and recognition of objects, positions, defects and/or anomalies. Artificial vision together with the correct machine learning algorithms allows the development of systems that self-adjust according to the different situations or anomalies present in a process or machines.

Edge Computing & IIoT

Implementation of architectures for high-density data processing at the edge of the process or machine, this allows to reduce latency, increase processing speed and security. In addition, we integrate IIoT equipment to traditional automation systems to empower digital transformation with industrial-grade systems.

Applied Technologies

Python3 & Pytorch

98%

Tensor Flow & Keras

90%

OpenCV & NI Vision

95%

MobileNet & YOLOV7 Deepsort

90%

DarkneT & RNNs

80%

CUDA Processors & VPU's

90%

AI/ML/CV and Edge Solutions Latest developments

Nov,2020

Fish activity in AQ centers

Detection system based on CV for measure activity and counting fishes in salmon farming centers.

Jul,2021

Process line anomaly detection

Implementation of high-speed cameras to detect defects and anomalies in products or mechanisms associated with the process. Main applications, packaging lines, bottling lines, mass production of food products, as well as transmission mechanisms such as chains and belts associated with production lines.

Mar,2022

Clasification of export grapes

Identification of grapes by color to check export proportion and speed up the quality control process

Oct,2022

Bread Quality control

Quality control software on industrial bread production based on CV and AI model to detect contours of the bread and verifies that it has the appropriate measurements base on production standards.

Let's talk about your project.

Write to us

Contact Info

Company

Industrial Edge

Location

Santiago - Chile

Puerto Montt - Chile

Call

+56 989932693

Email

contact@industrialedge.cl