Update Readme and added ipynb file

[Preetesh21]

Fixes #5

Update Readme and added ipynb file for the issue #5

[Chintan2108]

@Preetesh21 Great work!
Good inferences on the epoch vs error graphs.

[Chintan2108]

Could you add a comparison of the previous model and this model?
Plot graphs for epoch vs PSNR, epoch vs PC and epoch vs SSIM for both the methods together, so that we can visually analyze it?

[Preetesh21]

Sure.

[Preetesh21]

Added the Graphs for the Parameters.

[Chintan2108]

Hi @Preetesh21
Good work on the graphs. We need to compare the performance of the two models.
Please have only these three graphs in the readme:

1. PSNR vs Epoch (single graph)
   a. One curve for validation of earlier model
   b. One curve for validation of skewed-data model

2. PC vs Epoch (single graph)
   a. One curve for validation of earlier model
   b. One curve for validation of skewed-data model

3. SSIM vs Epoch (single graph)
   a. One curve for validation of earlier model
   b. One curve for validation of skewed-data model

This way we can compare the performance of both models for each of the parameters. Since we want to compare their predictive capabilities, we don't need to have the training curve, only the validation curve is required.

[Preetesh21]

ok sure.

[Preetesh21]

Done the requested changes.

[Chintan2108]

Great work @Preetesh21

[Chintan2108]

give @Preetesh21 25 points