DML Case Studies
Enhancing Content Filtering and Accelerating AI Vision with DML Platform
Client Overview:
SafeGaze, a global company based in Türkiye, specializes in web image filtering software, offering plugins and messaging app installations. Their mission is to secure the online environment by enabling users to filter inappropriate images, particularly crucial as children spend more time online.
Challenges:
SafeGaze lacked ML expertise and faced challenges in deploying ML algorithms for their product. Integrating various models and selecting the right pipeline architecture posed difficulties, hindering scalability.
Solutions:
Utilizing our DML Platform, we employed four classification algorithms—Segmentation, Face Detection, Gender Classification, and Dress Classification. This modular approach empowered SafeGaze to customize content filtering based on preferences. Our ML engineers oversaw supervised learning, training the algorithm on a diverse image dataset. This improved content filtering effectiveness, allowing customization according to customer needs, addressing real-life AI problem-solving. Leveraging our no-code AI suite, the customer navigated the implementation seamlessly, devoid of any coding hassles. Our DML Platform delivered the promised complete product.
Post-Implementation Impact:
SafeGaze experienced optimal value for their investment through our commitment to delivering quality products, aligning seamlessly with their financial interests. The implementation of the DML Platform significantly accelerated the development pace, allowing the project to be completed ahead of schedule, ensuring a swift and efficient service delivery. Moreover, the integration of four machine learning models enabled rapid innovation, effectively meeting the customer’s prerequisites and fostering continuous advancement in AI vision capabilities.
About DML:
DML delivers a foundational software layer empowering AI infrastructure and driving innovation. By removing barriers, we equip individuals and groups with the tools for a revolutionary AI-powered transformation.
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