Natsunoyuki AI Laboratory
Computer Vision and Machine Learning R&D Services
We solve real world problems with computer vision and machine learning.
Challenges We Help You Solve
Improving Quality Control: Minimize defects and ensure product consistency through advanced defect detection and quality assurance processes.
E-Commerce: Enhance product recommendations and improve inventory management by analyzing customer interactions and product imagery.
Automating and Optimizing Processes: Lower operational costs by streamlining and automating labor-intensive tasks, enhancing overall efficiency.
Enhancing Security: Strengthen your security infrastructure with automated CCTV monitoring to proactively detect and prevent threats.
Knowing Your Customers Better: Gain deeper insights into customer behavior in retail environments to tailor experiences and improve engagement.
Workforce Up-Skilling: Equip your team with cutting-edge skills and industry knowledge to stay ahead of emerging technologies and trends.
Have a specific in mind? Reach out for an initial conversation!
How We Approach R&D
Discovery: Understanding your pain points, formulating problem statements, defining end goals, and validating solution approaches.
Proof-of-Concept: Performing R&D on a prototype to verify feasibility, refine approaches, and lay the foundation for scalable, effective solutions.
Product Enhancement: Enhancing your product’s performance and impact, unlocking greater functionality and delivering more value to your users.
Why Work with Us?
We believe in providing AI powered solutions that make a real impact. Here’s what makes us the right partner for your business:
Expert Team: We have years of experience in creating computer vision and machine learning solutions for national research institutes, innovative start ups and top consulting firms.
Proven Track Record: Our members have successfully developed computer vision solutions for leading audit, telecommunications, and manufacturing firms, helping them accelerate processes by 90% and reduce costs by 40%, driving measurable improvements in efficiency and performance.
Continuous Innovation: We’re committed to staying at the forefront of AI research. By integrating the latest advancements in computer vision, we ensure that our solutions keep your business ahead of the curve and ready to take on new challenges.
Our Fees
Consulting Fees
We believe hourly fees are unfair to our stakeholders. Instead, our fees are based on the value we provide to you, ensuring a significant return on your investment and fair compensation for our work. As a rule of thumb, our fees will be 10% of your return-on-investment.
Reach out today to discuss how we can take your business to new heights with our AI R&D services!
Our Leadership
As the head of Natsunoyuki AI Laboratory, Yuki Natsume combines extensive academic research and hands-on industry experience in computer vision, machine learning, and deep learning.Yuki spent 7 years working at top Japanese research institutes, startups, and leading consulting firms, before choosing to establish an R&D lab in Singapore. Drawn by the country’s dynamic, pro-business environment, he now focuses on pushing the boundaries of technology to help organizations address real-world challenges and drive innovation across diverse sectors.Passionate about bridging the gap between academic research and practical application, Yuki is dedicated to developing and incubating AI-powered products and services that create tangible value for clients and society.Education
MSc. Earth and Planetary Science (Geophysics), the University of Tokyo, Japan.
BSc. Physics and Applied Physics, Nanyang Technological University, Singapore.
Image Analytics - Extracting Insights from Images
Image analytics analyzes and extracts useful information from images using technologies such as image classification and object detection. Some example use cases are:
⚫︎ E-Commerce: product image verification, product image search.
⚫︎ Manufacturing: assembly line defective product detection.
⚫︎ Healthcare: cancer detection from X-ray images.
⚫︎ Security: identity checks with facial recognition, vehicle profiling with license plate detection.
⚫︎ Satellite/aerial imagery: land use analysis, environmental damage detection.
⚫︎ Document processing: hardcopy digitization, PDF file text extraction, document layout analysis.
Success Stories
E-Commerce Product Image Verification
A stakeholder in the fashion e-commerce sector was experiencing problems with sellers displaying photographs which were completely different from the product descriptions on the product page, degrading the overall user experience and trust of the website.As a result the stakeholder wanted to automatically detect and remove such problematic product pages instead of doing it manually.A PoC was performed to demonstrate the application of both computer vision and natural language technologies to automatically verify if the product photographs matched the text descriptions, and to automatically flag problematic product pages.As a result of the PoC, the stakeholder was able to work on a scalable product page verifier to automatically detect and flag problem product pages for deletion, thereby restoring overall user experience and trust.
Video Analytics - Extracting Insights from Videos
Video analytics extracts meaningful and actionable insights from videos using technologies such as object detection and tracking. Some example use cases are:
⚫︎ Surveillance: intruder detection, anomalous behaviour detection, crowd monitoring.
⚫︎ Retail: customer behaviour analysis, retail shop heat mapping.
⚫︎ Traffic Management: Vehicle flow analysis, pedestrian flow analysis, accident detection.
Success Stories
Employee Monitoring from CCTV Footage
A large automobile manufacturer stakeholder was experiencing workplace safety and compliance violations by employees, leading to an increased risk of workplace accidents.The stakeholder wanted to strengthen their non-compliant behaviour detection in order to enable their managers to better monitor their subordinates with the goal of minimize the risk workplace accidents.A series of PoCs were conducted using computer vision to automatically monitor employees from CCTV footage - for example, detecting if employees were wearing personal protective equipment, if employees were behaving according to workplace safety regulations, or monitoring the movement of personnel in security areas.As a result of the series of PoCs, the client was able to move forward with developing a strategy for strengthening their workplace compliance monitoring.
Contact Us
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