Age and Gender Prediction using Caffe Model and OpenCV
Journal Title: International Journal of Innovative Research in Computer Science and Technology - Year 2022, Vol 10, Issue 1
Abstract
Automatic classification of age and gender has become crucial for a rising number of applications, especially as social platforms and social media have risen. However, there is still substantial lack of performance of present approaches in real-world photos, especially when compared to the enormous performance jumps reported lately in the associated facial recognition job. In this research we show that a considerable gain in performance may be achieved by the application of convolution neural networks (CNN). This work is primarily designed to construct an algorithm that accurately guesses a person's age and gender.Haar cascade is one of the most often utilised approaches. In this research we provide a model that can help Haar Cascade to determine a person's gender. The model trained the classifier as positive and negative pictures using diverse photos of men and women. Various face characteristics are removed. With the help of Haar Cascade, the classifier determines if the picture input is men or women. Even with insufficient data, it functions effectively. A deep education framework created with Caffe is used to do the age or sex approximation task. Our model is able to detect multiple faces in single image and predict age and gender of all faces present in the image.
Authors and Affiliations
Sharik Shaban, Ravinder Pal Singh ,Dr. Monika Mehra
Recommendations for the Development and Improvement of Immunoassays for the Detection of Host Antibodies to Biotechnology Goods
The majority of biopharmaceutical treatments generate some amount Allergic reaction to a foodstuff. In some instances, an immune reaction may have had serious consequences. And/or a loss of effectiveness. As a result, do...
A Review on Causes and Effects of Global Warming
There are many engineer, scientist, and ecologist are expressing grave worries about the global climate change. Fossil fuels are used as a source of energy indefinitely. When carbon dioxide, methane, and nitrogen oxides...
Application of IoT in Healthcare
There has been a lot of research into medical facilities and technological developments during the last ten years. To be more specific, the Internet (IoT) has shown promise in connecting a range of healthcare gear, monit...
Behavior of Castellated Beams with and Without Stiffeners
Castellated beam applications for diverse buildings are quickly gaining popularity. This is a result of the section's enhanced depth without adding weight, excellent strength-to-weight ratio, low maintenance requirements...
Experimental Study on Potential Use of Recycled Aggregates in Concrete
Use of recycled aggregate in bonds may be advantageous for specialized security. The building blocks for the future are recycled aggregates. Numerous development projects being conducted in various European, American, Ru...