A business that develops facial recognition and biometric authentication models wants to improve the accuracy of computer vision models by feeding them facial image data. With unbiased and structured image datasets, we were able to assist them.
The business creates computer vision-based biometric authentication models. To improve the accuracy of the facial recognition model, the client wishes to continuously deploy additional unique facial data. The client wishes to gather facial picture data for 2000 people in this phase of data collection from a variety of demographics, including south Asia, east Asia, the middle east, Africa, and Europe.
The client has highly particular collecting requirements based on many factors. The client needs to gather 2000 sets from each demography and several nations within that demographic in order to do it in a diverse and objective manner. The client requests 10 pictures of people in each set with various backgrounds and lighting. The customer further divides the need into age groups for men and women, including 18 to 30 years old, 30 to 45 years old, 45 to 60 years old, and 60 and older. .
To fulfill this demand, we first gather sample batches from all of the demographics in our OTS databases, allowing the customer to review and confirm the request. We began onboarding crowds through our FutureBee community portal after receiving favourable feedback on trial batches. We were able to complete the remaining collection according to the provided guidelines in 7-8 weeks because to our extensive global network.
Educating the data contributors about the potential uses of the data and obtaining their signed written authorization were two additional crucial phases in the gathering process. One of the most important tasks was producing the metadata that gives the entire collection more clarity. We provided metadata for every 100000 photographs, including information about the subject's age, gender, country of origin, and demographics, as well as the proper renaming of each image.
“In order to build unmatched facial recognition technology and to serve people, government and industry stakeholders with trusted vision AI, FutureBeeAI is our go-to source for Image and Video data. When we require an exclusive specialized dataset, their network of global crowd communities always comes to our aid”