1. Overview
DLAI-1221B artificial intelligence comprehensive training and assessment system is a training and assessment platform developed based on the above requirements. The platform focuses on technologies such as speech recognition, speech synthesis, intelligent visual recognition, autonomous decision-making and planning, and uses collaborative robots and mobile robots as carriers to show the real scene of the application of artificial intelligence technology in the retail industry.
The platform consists of a high-performance computer, a mobile terminal development platform, a machine vision detection module, a Harbot collaborative robot module, an AMR robot based on two-dimensional code navigation, and an application scenario simulation module. The software platform is based on Windows (Linux Ubuntu 18.04 is optional). Python, YOLOv5, OpenCV, PyTorch, TensorFlow and other modules are pre-installed.
2. System features
– Strong system integration: This platform integrates Python programming, YOLOv5 target recognition, OpenCV visual detection, AMR robot based on two-dimensional code navigation, collaborative robot system, and a variety of deep learning frameworks PyTorch and TensorFlow.
The equipment integrates artificial intelligence technologies such as computer vision and natural language processing; it is equipped with a simulation application simulation system, which can truly apply artificial intelligence algorithms, models and applications to actual scenarios.
– Equipment safety: Equipped with corresponding leakage, overload and short circuit protection devices, which can effectively protect the safety of users.
3. Training object
– Python programming technology
– Object recognition using Python and OpenCV
– The production standards and process of artificial intelligence datasets
– Deployment and application of PyTorch-based deep learning framework
– Deployment and application of TensorFlow-based deep learning framework
– Application of computer vision based on YOLOv5
– Application of 2D/3D vision
– PLC programming technology
– Collaborative robot programming control
– Programming control of AMR robot based on QR code navigation
