VHub AI Developer, for getting started in AI.
Vecow's VHub AI Developer integrates deep learning, model training, and labeling tools so customers can develop any AI application with computer vision. By leveraging additional pre-trained model SDKs and accelerating the engine, VHub AI Developer benefits from a shorter development process without extra effort. In the era of AI-Vision, VHub AI Developer aims to become a solid foundation for your future AI roadmap.
Vecow's AI Developer utilizes datasets from diverse sources, videos, and images as training materials. With its built-in labeling tool and model training platform, customers can develop any AI application using a deep learning engine. AI
Developer also provides additional SDKs to accelerate development with minimal integration effort and facilitate the deployment of solutions across various industry verticals. In the era of machine vision, Vecow AI Developer becomes a solid foundation for your future AI roadmap.
The future of computer vision computing.
With the rise of computer vision solutions and related applications, deployments across various vertical sectors have become essential for companies. Accelerating time to market entry and reducing initial development costs has become a key objective.
Vecow's VHub AI Developer includes a pre-trained model SDK and labeling tool compatible with multiple training platforms and acceleration solutions. Offering a comprehensive hardware and software solution, Vecow provides a fast and flexible AI developer with a lower total cost of ownership for market entry in sectors such as smart retail, access control, computer vision, and any AIoT application.
Key elements of AI solutions
- SDK Model:
Vecow VHub AI Developer provides multiple pre-trained models, such as Object Detection, Facial Recognition, Object Tracking, and Behavior Analysis, to enable your AI solution.
- Training Platform:
Vecow VHub AI Developer supports leading market tools, such as Python, MKL, PyQt, OpenCV, and CUDA, to reduce setup costs and effort.
- Labeling Tool:
With just a few simple setup steps, Vecow VHub AI Developer creates new AI models based on objects, characters, images, or motion, according to your solution requirements.
The new generation VHub AI Developer Premium
VHub AI Developer Premium from Vecow is a No-Code platform that provides an easy way for users to create image recognition models, all achieved with less staff involvement.
The advanced machine vision platform
VHub AI Developer Premium provides a web-based, cloud-based platform for streamlined machine vision development through visual workflows, offering a faster way to build AI models without coding.
VHub AI Developer Premium is specifically designed for smart factory solutions, such as operator SOP monitoring, safety detection, and smart vision fencing. Leveraging Vecow's extensive experience and professional techniques, VHub AI Developer Premium helps accelerate the adoption of your own AI application.
Faster time to market for AI development
VHub AI Develop Premium is a comprehensive platform for computer vision development, covering everything from image labeling to model training and validation. It allows for version control of models, and users can flexibly adjust settings to tailor the applied models to their specific needs.
How to get started with VHub AI Develop Premium?
Development is done in three steps that make designing your application easier.
1- Upload video images and perform online tagging.
2- Internal training of the training model using automated programming and define constraints.
3- Test the model using a video proof of concept (POC).
Real-world applications of AI
- Machine vision in industry.
The final step in quality control in the manufacturing process relies on visual inspection. To maximize efficiency and accuracy during defect detection, the AoI solution plays a crucial role. With the pre-installed inspection SDK and support for VPU and GPU acceleration engines, it helps the solution achieve greater accuracy in classifying defective parts at a lower cost. In a single process, the correct product, the defective product, and even its potential repair are identified, along with the total production accounting.
- Smart retail.
Customer characteristics are vital information for managing a retail store. A better understanding of customer purchasing behavior can lead to a successful market strategy. With the pre-installed feature inference SDK, AI quickly detects shopper characteristics, counts the number of people, their purchasing habits, and can manage multimedia devices based on the shoppers present.
- Smart parking.
The number of vehicles on the road is rapidly exceeding the supply of available parking spaces. Parking has become a vital issue in urban development. Smart parking solutions aim to improve entry and exit times, reduce management costs, and alleviate traffic congestion. With the pre-installed LPR SDK, the solution can recognize license plates at a wide angle, register vacant spaces to improve utilization rates, and guide drivers to available spaces. -
Access Control.
The purpose of access control is to allow entry to authorized individuals into a building or office. However, the market demands additional features to monitor and manage access simultaneously. With the pre-installed facial recognition SDK, access data for authorized individuals and the denial of access to unauthorized individuals are recorded in a vision library to provide a fast and convenient access experience. -
Human Behavior Analysis - SNP Tracking.
Many factories face challenges in collecting real-time production data when it is operated by a person. In the past, many manufacturers used to audit compliance with Standard Operating Procedures (SOPs) through manual monitoring, but applying them across all production lines incurs significant labor costs. This solution quickly provides information on exact cycle time and quality. It also ensures that operators follow SOPs all the way to manufacturing.
- Intelligent vision fencing.
There are many hazardous areas in the factory, such as chemical storage areas or AGV mobile routes, where workplace accidents are likely to occur if employees accidentally enter. With the help of an electronic fencing solution, factory managers can quickly identify and alert personnel on-site. This type of application can also be found in many infrastructures, such as hospitals, bus stations, schools, airports, etc.
- Flame and smoke detection.
Fire accidents are often catastrophic because fire spreads enormously in a short time. Hence the need for fast and reliable detection. Although smoke detectors are available in most settings, further protective measures are still necessary. For example, in areas with high ceilings (over 3.6 meters), being able to detect a fire before a distant smoke detector activates can provide valuable response time. This solution can significantly reduce financial losses for businesses.
Development kits.
To facilitate the design and development of solutions, Vecow offers several kit options depending on needs and knowledge.
Starter kit:
EVS-2000 +VHub AI Developer Premium
VHD SPC-7000 Series + VHub AI Developer
Deployment Kit:
EAC-3000 +VHub AI Developer Premium
VHD ECX-2000-PoER Series + VHub AI Developer
Development Kit
ECX-2400 PEG +VHub AI Developer Premium
VHD ECX-2400 PEG Series + VHub AI Developer
Titan Kit
RCX-2330R PEG+VHub AI Developer Premium
VHD GPC-1000 Series + VHub AI Developer
