A tale of an AI enabled chatbot that elevates customer experience
Our client is a leading fintech company based in Japan, sought to revolutionize customer interactions through the integration of an AI chatbot into their financial services.
In a Nutshell.
● Harnessing the power of machine learning, we have crafted an impeccable solution for person detection that seamlessly identifies individuals within videos sourced from a spectrum of contexts, including security, surveillance, and computer vision applications.
● The cornerstone of our approach lies in the adoption of YOLO version 8, enabling precise person detection in both videos and images.
● Our client’s experience was significantly enriched as we automated a previously time-consuming manual process, resulting in streamlined identification with a remarkable accuracy exceeding 95%.
Our
Solution
Innovature has engineered a robust and advanced system for person detection and identification through a synergistic integration of cutting-edge technologies. The core of this system harnesses the prowess of YOLO version 8, ensuring impeccable person detection accuracy across both videos and images.
The innovation continues with frame grouping, employing metric learning techniques that enable the streamlined organization and identification of images exhibiting similarities. Selecting the most representative image from each group is optimized through the utilization of the OpenCV library, which considers visual quality as a determining factor.
To elevate facial features to the next level, the system leverages GFPGAN, a state-of-the-art deep learning technique. This augmentation culminates in remarkable facial detail enhancement.
For the ultimate precision in individual identification within the processed images, the dlib library is seamlessly integrated.
The outcome is an unparalleled system that presents a comprehensive and efficient solution for meticulous person identification. Its far-reaching impact spans safety, efficiency, and the elevation of personalized experiences across a myriad of applications.
1. Accurate Person Identification: Up to 98% accuracy in recognizing individuals, enhancing security and surveillance.
2. Time-Saving Frame Selection: Save up to 70% of the time by automatically extracting high-quality frames.
3. Easy Human Identification: Streamlined identification with up to 95% accuracy using advanced algorithms.
4. Time-Saving Automation: Save up to 90% of the time by automating frame selection.
5. Efficient Office Implementation: Employee attendance tracking, access control, and security features.
Our client is a leading fintech company based in Japan, sought to revolutionize customer interactions through the integration of an AI chatbot into their financial services.
The goal is to create a cycle navigation application that saves time, reduces worry, and provides confidence in being on the right route, designed for safety, enjoyment, and showcasing the best sights and scenery.
Innovature proposed a tracking system where employee personal details and their physiological characteristics are mapped onto their respective profiles and equipped to track the activities. The system enables the company to stay connected with their employee and monitor everything about them inside the company, thus bringing a considerable end to the time-theft activities.