Technical Specifications Face Detection Detection of multiple faces in a photo Detection of 70 facial feature points (eyes, eyebrows, mouth, nose, face contour) Head rotation support: +/-30 degrees of in-plane rotation and +/-30 degrees out-of-plane rotation Detection speed per CPU core: Real-time detection (webcam, +/-15 degrees of in-plane head rotation): 15 milliseconds Reliable detection (still images and videos, +/-30 degrees of in-plane head rotation): 80 milliseconds Returned information for each detected face: position within image, age, gender Introduced confirmation interval to deal with false acceptance rate and to improve overall accuracy Age recognition accuracy depending on image quality and lighting conditions, the error rate is +/- 5 years Face Matching Enrollment time: 15 milliseconds Biometric vector size: 1040 bytes Matching speed per single thread: 150.000 / s Multi-Core Support IntellQ can be parameterized to use all available processor cores when executing face detection or recognition functions, to maximize the performance. Real-life exercise 10 CPU cores: 150 million face matches in 90 seconds LFW (labeled faces in the wild) database 99.73% accuracy on 13.233 faces. This is maximum because the database has known errors which are not removed otherwise it would be 100% accuracy 15 million biometric vectors require 16 GB RAM for in-memory processing Full HD real-time detection can be done by using only 1 CPU
IntellQ’ System requirements Minimum requirements (Laptop or desktop) Intel Core i5 or i7; 4 cores 15.6″ LED Full HD display 16GB RAM 256 GB SSD Graphics full HD (e.g. AMD Radeon 520 2GB) Ethernet Gb LAN Wi-Fi 802.11ac Integrated HD camera Speed & Scalability Maintains high performance matching against big databases. Self-selects optimal images. Maintains high accuracy despite bad light; hats; hoodies; beards; Glasses; scarves; partial face occlusion and more. Scalable from single user to the client-server collaboration system Multiple IP stream input with recording and face detection Operating system: MS Windows 10 or higher