Merge branch 'master' of gitlab.fit.cvut.cz:chomamat/ni-mvi-sp-2020-chomamat

README.md

-# Upscaling of weather radar video resolution
+# Precipitation Video Resolution Upscaling
 **NI-MVI-sp-2020-chomamat**
 
 The repository for NI-MVI semestral work on video resolution upscaling.
@@ -9,6 +9,13 @@ Vezměte krátké 5-10 sekundové video a vytvořte generátor, který bude gene
 video s vyšším rozlišením. Používejte obě architektury: GAN a U-Net.
 Porovnejte výsledky.
 
+## Report
+![Report](report/report.pdf)
+
+## SR of the precipitation video
+![SR with U-Net DIV2K model](data/output_unet_div2k.mp4)
+![SR with SRResNet model](data/output_srresnet.mp4)
+
 ## Milestone
 The objective of this work is to 4x upscale the resolution of `data/target.mp4` video. The video contains 24 hours of weather radar precipitation data with a resolution of 480x270 pixels. Weather radar data is generally noisy, which poses a secondary challenge of denoising the data during SR.