CHALLENGES
- Glare Mitigation: The app struggled with accurately interpreting images affected by glare, leading to compromised results.
- Deep Shadows Handling: Images with deep shadows presented challenges in extracting meaningful information, impacting the overall user experience.
Benefits
Despite considerations from other AI experts focusing on model choice rather than client benefits, the client chose to remain with us due to our pragmatic approach centered on delivering project success. Our unparallel expertise in computer vision ensured a specialized and effective enhancement for their app’s capabilities.
Solution
Gradient Insight spearheaded the evolution of the client’s app by deploying a cutting-edge solution that tackled intricate challenges such as glare and deep shadows through custom computer vision and machine learning techniques. Leveraging state-of-the-art algorithms, we meticulously refined the core functionality of the application. To combat glare, we employed a multi-faceted approach, integrating complex image processing algorithms that dynamically adjusted exposure levels and selectively filtered out glare artifacts. Simultaneously, we implemented a sophisticated shadow correction module utilizing cutting-edge models, enabling the app to discern and rectify intricate shadow patterns.
The Results
85% Glare Mitigation
Advanced algorithms significantly improved the app's interpretation of images affected by glare.
90% Deep Shadows Handling
Specialized algorithms enhanced the extraction of information from shadow-affected images.
App Success: 4.7 stars, 400k+ Downloads
Overall effectiveness surged from 60% to 80%, resulting in a 4.7 star App Store rating and over 400K downloads.
