Image Deraining

Image Deraining refers to removing undesirable raining artifacts from input images. Deraining as a pre-processing step may improve the performance of applications processing real-world images with raining artifacts. saiwa provides two deep learning based deraining algorithms: multi-stage progressive image restoration network (MPRNet) and density-aware image de-raining method using a multistream dense network (DID-MDN). For more technical details of the two networks, please refer to saiwa deraining white paper. saiwa Deraining service has the following advantages:  

• Providing two recent deep learning based methods
• Image aggregation to apply the algorithm on several images at once
• Preview and download the resulting images
• Exporting and archiving the results in user cloud space or locally
• Service customization by saiwa© team using “Request for customization” option

Image Deraining is useful for applications like:

1. Surveillance applications
2. Self-driving cars
3. Photography and photo editing