Variational-Auto-Encoder-using-Verilog-for-Deraining

Implementations of Auto Encoder and Variational Auto Encoder for image deraining. It means that it will remove droplets of image you provided.

How to run VAE:

1. Clone this repository "https://github.com/adeirman46/Variational-Auto-Encoder-using-Verilog-for-Deraining.git"
2. In VAE Deraining Combinational, open Ipynb file
3. Go to "Test Model" section
4. Convert image you want to test from .jpg into .hex (16 bits fixed point, 10 fractional) then into .txt
5. Put hex_image.txt into vivado project
6. Run RTL, then result.txt will be in this directory "vae.sim/sim_1/behav/xsim"
7. Back to Ipynb file again then plot it using matplotlib (still in Test Model section)

Job Desks:

1. 13221013 - Firdaus (VAE Level 1 Comb., VAE Image Deraining)
2. 13221027 - Muhammad Raihan Fahlevi (VAE Level 1 Comb., VAE Image Deraining)
3. 13221035 - Ilham Nalendra Adji (VAE Level 1 Comb., VAE Image Deraining)
4. 13221058 - Ade Irman Budi Hendriawan (VAE Level 1 Comb., VAE Image Deraining)
5. 13221079 - M. Zhafran Arrafi Anwar (VAE Level 1 Comb., VAE Image Deraining)