The Gaming Restoration | Tekken Tag Tournament - Unknown Ending (Remastered in 4K using AI Machine Learning) @TheGamingRestoration | Uploaded 5 years ago | Updated 2 hours ago
Tekken Tag Tournament Unknown Ending FMV
Remastered in 4K using ESRGAN [AI Machine Learning]
ESRGAN is an AI Neural Network software that is capable of upscaling and reconstructing
low-resolution images, while retaining most of their elements and details intact.
Since Tekken Tag Tournament FMV files are encrypted, I had to record the opening cutscene using PCSX2.
I used AutoDeblock, FineDehalo, KNLMeansCL and LSFmod to remove some noise, sharp
the edges and reduce the compression artifacts. Then I used ESRGAN with the Manga109
training model to upscale the video 4 times its original resolution…
And the results are really good.
Original resolution: 640x448 [Resolution based on PCSX2’s internal buffer]
ESRGAN Upscale: 2560x1920
Tekken Tag Tournament Unknown Ending FMV
Remastered in 4K using ESRGAN [AI Machine Learning]
ESRGAN is an AI Neural Network software that is capable of upscaling and reconstructing
low-resolution images, while retaining most of their elements and details intact.
Since Tekken Tag Tournament FMV files are encrypted, I had to record the opening cutscene using PCSX2.
I used AutoDeblock, FineDehalo, KNLMeansCL and LSFmod to remove some noise, sharp
the edges and reduce the compression artifacts. Then I used ESRGAN with the Manga109
training model to upscale the video 4 times its original resolution…
And the results are really good.
Original resolution: 640x448 [Resolution based on PCSX2’s internal buffer]
ESRGAN Upscale: 2560x1920
![Resident Evil: Dead Aim - 4K 60fps Gameplay [Graphical fixes] (PCSX2 1.5.0)](https://i.ytimg.com/vi/RxZkksmJgjw/hqdefault.jpg "Resident Evil: Dead Aim - 4K 60fps Gameplay [Graphical fixes] (PCSX2 1.5.0)
·Align Sprite + Merge Sprite (Fix vertical lines)
·Auto flush + Vertex Half-pixel Offset (Fix bad post-processing)
·No interlacing code [by asasega]
·Widescreen hack
PCSX2 1.5.0-20190312131301 - compiled on Mar 14 2019
OS: Linux 5.0.1-3-tkg-pds
Physical RAM: 6GB
CPU: Intel(R) Core(TM) i7-2600 CPU @ 3.40GHz
GPU: Nvidia GT 1030 2GB (GDDR5)
·GsdX OpenGL (Hardware) – Rendered at 6x Native Internal Resolution (3840x2874)
·Custom External shader conf
FBB5290C.pnach
gametitle=Resident Evil: Dead Aim [SLUS-20669] (U)
//Disable interlacing
patch=1,EE,2028A268,extended,00000050
patch=1,EE,2028A274,extended,000001E0
patch=1,EE,2028A284,extended,00000000")
![Silent Hill 2 - A Francis Bacon Painting [Using AI Machine Learning to get creepy results]](https://i.ytimg.com/vi/SvRNh39RYBY/hqdefault.jpg "Silent Hill 2 - A Francis Bacon Painting [Using AI Machine Learning to get creepy results]
Silent Hill 2 - A Francis Bacon Painting
Using ESRGAN to fully reconstruct videos [AI Machine Learning]
ESRGAN is an AI Neural Network software that is capable of upscaling and reconstructinglow-resolution images, while retaining most of their elements and details intact.
This is an experiment I did to show what happens when an AI tries to reconstruct a video with almost no pixels or information in it.
Basically, I took some of the FMVs from the original Silent Hill 2 disk, and downscaled them by ~80%. Then I grabbed a training model that has dozens of references of human faces, and used ESRGAN to upscale the footage 8 times its original resolution.
The results are pretty abstract and disturbing, and they almost resemble the aesthetics of Francis Bacon (Masahiro Itos favorite painter, whose works served as inspiration for the monsters designs)
Original resolution: 512x384 → 64x48
ESRGAN Upscale: 1024x768 → 1440x1080
(Re-upscaled using Lanczos and temporal sharpening)")
![Cold Winter [1080p/60FPS HACK/NO INTERLACING] PCSX2 1.5.0 dev - OpenGL Hardware renderer](https://i.ytimg.com/vi/UkonaIFr4wE/hqdefault.jpg "Cold Winter [1080p/60FPS HACK/NO INTERLACING] PCSX2 1.5.0 dev - OpenGL Hardware renderer
PCSX2 1.5.0-20190305152806 - compiled on Mar 5 2019
OS: Linux 5.0.1-3-tkg-pds
Physical RAM: 6GB
CPU: Intel(R) Core(TM) i7-2600 CPU @ 3.40GHz
GPU: Nvidia GT 1030 2GB
NOT RECORDED IN REAL TIME
GSdX OpenGL (Hardware) Rendered at 3x Native Internal Resolution (3072x3072)
MTVU + Fxaa shader + 60fps hack + Progressive scan hack (480p) + Widescreen hack
PCSX2 Config
MTVU On
GSdx
OpenGL (Hardware)
Internal Resolution 3x Native
Automatic CRC Level Partial (OpenGL Recommended)
Blending Unit Accuracy High (Recommended high-end PC)
Shader Configuration ) Enable FXAA
130%-180% EE cyclerate overclock for 60fps gameplay
60FPS Hack code:
D6D704BB.pnach
gametitle=Cold Winter SLUS-20845 0xD6D704BB
//60 fps
patch=1,EE,20DC2ECC,word,00000001
**WIDESCREEN + PROGRESSIVE SCAN CODES ARE ALREADY INCLUDED IN THE PCSX2 EMULATOR")
![Shadow of the Colossus [REAL 60FPS 4K CAPTURE] PCSX2 1.5.0 dev (OpenGL Hardware renderer)](https://i.ytimg.com/vi/V1GlCs4d9zM/hqdefault.jpg "Shadow of the Colossus [REAL 60FPS 4K CAPTURE] PCSX2 1.5.0 dev (OpenGL Hardware renderer)
The third battle of Shadow of the Colossus running at stable 4K 60fps with the shaders pack, and the EE cyclerate overclocked.
The game looks beautiful most of the time (not as breathtaking as Silent Hill 3 running with the same settings, but technically impressive nevertheless).")
![Darkwatch [1080p/60FPS HACK/NO INTERLACING] PCSX2 1.5.0 dev - OpenGL Hardware renderer](https://i.ytimg.com/vi/VTaynUdHUzU/hqdefault.jpg "Darkwatch [1080p/60FPS HACK/NO INTERLACING] PCSX2 1.5.0 dev - OpenGL Hardware renderer
PCSX2 1.5.0-20190305152806 - compiled on Mar 5 2019
OS: Linux 5.0.1-3-tkg-pds
Physical RAM: 6GB
CPU: Intel(R) Core(TM) i7-2600 CPU @ 3.40GHz
GPU: Nvidia GT 1030 2GB
NOT RECORDED IN REAL TIME
GSdX OpenGL (Hardware) Rendered at 3x Native Internal Resolution (2382x1536)
MTVU + Fxaa shader + 60fps hack + Progressive scan hack (480p) + Widescreen hack
PCSX2 Config
MTVU On
GSdx
OpenGL (Hardware)
Internal Resolution 3x Native
Automatic CRC Level Partial (OpenGL Recommended)
Blending Unit Accuracy High (Recommended high-end PC)
Shader Configuration ) Enable FXAA
180%-300% EE cyclerate overclock for 60fps gameplay
60FPS Hack code:
327053E8.pnach
gametitle=Darkwatch SLUS-21042 0x327053E8
//60 fps
patch=1,EE,0071FA68,word,00000001
**WIDESCREEN + PROGRESSIVE SCAN CODES ARE ALREADY INCLUDED IN THE PCSX2 EMULATOR")
![God Hand [1080p/60FPS HACK] PCSX2 1.5.0 dev - OpenGL Hardware renderer](https://i.ytimg.com/vi/WJmM8mA_O2k/hqdefault.jpg "God Hand [1080p/60FPS HACK] PCSX2 1.5.0 dev - OpenGL Hardware renderer
PCSX2 1.5.0-20180527152736 - compiled on Jun 20 2018
OS: Linux 4.17.2-1-ARCH x86_64
Physical RAM: 6GB
CPU: Intel(R) Core(TM) i7-2600 CPU @ 3.40GHz
GPU: Nvidia GT 1030 2GB
NOT RECORDED IN REAL TIME
GSdX OpenGL (Hardware) Rendered at 4x Native Internal Resolution (2048x2048)
MTVU + Fxaa shader + Shade boost + Widescreen patch + 60fps hack
PCSX2 Config
MTVU On
GSdx
OpenGL (Hardware)
Interlacing Auto
Internal Resolution 4x Native
Automatic CRC Level Partial (OpenGL Recommended)
Blending Unit Accuracy Basic (Recommended low-end PC)
Shader Configuration ) Enable FXAA, Enable Shader Boost (Contrast 54)
60FPS Hack code:
6FB69282.pnach
gametitle=God Hand SLUS-21503
comment=Force 60 FPS
//60 FPS
patch=1,EE,00747A09,extended,00000001")
![RESIDENT EVIL 2 Intro / Opening (Remastered in 4K using AI Machine Learning) [Impressive results]](https://i.ytimg.com/vi/WP4aYnr6yMI/hqdefault.jpg "RESIDENT EVIL 2 Intro / Opening (Remastered in 4K using AI Machine Learning) [Impressive results]
Claire Full Intro
Remastered in 4K using AI Machine Learning
ESRGAN is an AI Neural Network software that is capable of upscaling and reconstructing low-resolution images, while retaining most of their elements and details.
I took the original video files from the Biohazard 2 SOURCENEXT PC port, and used ESRGAN with the Manga109 training model to upscale the videos 4 times their original resolutions… The results are really beautiful.
Original resolution: 640x480
ESRGAN Upscale: 2560x1920
4:09 Comparison between original and remaster.
ESRGAN: https://github.com/xinntao/ESRGAN
Manga109Attempt.pth: http://www.mediafire.com/file/w3jujtm752hvdj1/Manga109Attempt.pth.zip/file")
