Image Enhancement Solution On-App AI
Challenges
To ensure that smart devices (such as door locks and IP cameras) can offer high-quality services, it is crucial to provide high-fidelity and high-definition image retrieval capabilities. However, in real-world scenarios, images captured by device cameras often suffer from the following issues due to environmental lighting conditions:
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Poor lighting conditions (such as evening): Images appear dark.
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Strong light exposure: Images might be overexposed, and obstructions like water or other substances can cause blurriness.
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Wide-angle camera distortion: Images captured by wide-angle cameras often exhibit edge distortion.
Solutions
Image enhancement:
- Perform local processing on mobile devices.
- Perform clarity enhancement on the image.
- Perform distortion correction (specifically for images taken with wide-angle cameras).
(Image brightness is increased)
(Image exposure and clarity are optimized)
(Image distortion is corrected)
Technical advantages
- Efficient computation: Optimized for popular mobile device capabilities.
- Intelligent processing: AI-driven image quality improvement.