Lemon Neural
Trust in our proven expertise for your advantage
A meticulous understanding of those frequenting your establishment is pivotal for delivering a tailored and streamlined experience. By pinpointing and categorising your visitors, you not only gain profound insights into their identities but can also nimbly adapt to their preferences and behaviours. Segmenting your visitors enables you to:
- Grasp consumer inclinations.
- Rotate the display of products or services based on visitor segmentation throughout the day.
- Elevate the user experience.
- Tailor customer interactions.
- Segment your market, customise marketing campaigns, and gauge their effectiveness.
- Design spaces catering to specific demographics.
Stand out by deeply connecting with your audience.
Lemon Neural
Trust in our proven expertise for your advantage
A meticulous understanding of those frequenting your establishment is pivotal for delivering a tailored and streamlined experience. By pinpointing and categorising your visitors, you not only gain profound insights into their identities but can also nimbly adapt to their preferences and behaviours. Segmenting your visitors enables you to:
- Grasp consumer inclinations.
- Rotate the display of products or services based on visitor segmentation throughout the day.
- Elevate the user experience.
- Tailor customer interactions.
- Segment your market, customise marketing campaigns, and gauge their effectiveness.
- Design spaces catering to specific demographics.
Stand out by deeply connecting with your audience.
Truly understand your market
for unmatched success
Demographic Insights
Using computer vision to segment and identify individuals is crucial in both public and private settings, spanning from shops and malls to sports arenas and airports. Lemon Neural excels at pinpointing various demographic features like age, gender, and ethnicity.
These insights are critical for several applications: crafting ads for specific demographics, improving in-store customer experiences, and heightening security measures in all spaces.
Moreover, in-depth knowledge of consumer preferences and behaviour is vital for effective market research and spotting emerging trends.
Gender
We can distinguish between male and female based on characteristics like jawline, hair length, and eyebrows.Age
Our system can identify signs of ageing, including wrinkles and skin changes.Etnia
We identify facial traits associated with different ethnic backgrounds, focusing on elements like eyes and nose shapes.Personal Item Detection
Lemon Neural efficiently recognises in real time a range of personal items – from clothing and accessories to bags and even skates. This can be used to understand your audience better, spot prohibited items, manage store inventories, and track equipment use in offices.



Personal Mobility Vehicle Detection
Observing individuals utilising mobility devices in areas such as train stations and shopping centres is pivotal for enhancing safety and refining infrastructure planning. This approach not only ensures compliance with existing regulations but also yields critical data insights. The outcome is an elevated user experience combined with sustainable transport practices.



Group Insights
Lemon Neural spots groups of people and pinpoints their characteristics (like gender, age, and ethnicity) to see if they share common features. The knowledge about these groups can be put to good use in various areas:
Advertising & Marketing
Tailor your ads based on the specific group you’re reaching out to.
Customer Care
Make the shopping experience better and suggest products or services more effectively.
Event Handling
Improve the way you plan and manage events by spotting where groups form.
Market Research
Get a clearer picture of what customers want and the latest market trends.
Better Access
Create more welcoming spaces and services for specific groups of people.