Modder ‘CountBuggula’ has released an AI-enhanced HD Mod for the original Call of Duty game. This mod is 3.7GB in size and uses ESRGAN and a variety of training models in order to enhance the original textures.
As with all AI-enhanced mods, this custom texture pack retains the original art style of Call of Duty 2003.
CountBuggula released some comparison images between the original and the improved textures. These images show the extra detail of the new textures. Unfortunately, though, he did not share any in-game comparison screenshots or videos.
You can download the mod from here.
Speaking of AI-enhanced HD Mods, you can also find ESRGAN Texture Packs for other games. For instance, there is a mod for Thief Gold, Thief II & Thief 2X. There is also a mod for Star Wars: KOTOR and KOTOR 2. Star Wars Jedi Knight: Dark Forces II, Grand Theft Auto Vice City, Morrowind, Turok 2, Hexen, Final Fantasy 9, Max Payne, Final Fantasy 7, Resident Evil HD Remaster, Resident Evil 2 and Resident Evil 3 have also received ESRGAN AI-enhanced HD Texture Packs.
Enjoy!

John is the founder and Editor in Chief at DSOGaming. He is a PC gaming fan and highly supports the modding and indie communities. Before creating DSOGaming, John worked on numerous gaming websites. While he is a die-hard PC gamer, his gaming roots can be found on consoles. John loved – and still does – the 16-bit consoles, and considers SNES to be one of the best consoles. Still, the PC platform won him over consoles. That was mainly due to 3DFX and its iconic dedicated 3D accelerator graphics card, Voodoo 2. John has also written a higher degree thesis on the “The Evolution of PC graphics cards.”
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Very noticeable improvement.
i am a materialist,nice try moron.
yeah i terrorized your mom with my big d*ck and then,you were born remembering me as a terrorist moron.
LOL what relevance was their to bring up muslim. What is your IQ, 85 and below
He was talking about the fabric.
Islam kills. No need to be rude to someone not advocating jihad or shari’a.
You should note that RE2 and RE3 received HD upscaled textures only for their Gamecube versions
Another clueless person using AI to upscale textures.
Half of these results are terrible, especially the 1st and 2nd, because whoever made this doesn’t understand that you need specifically trained models for most textures.
Despite the cartoonish blemish look of some of the textures the majority look find, 2nd looks find.
The 1st one is very jarring though, I agree
2nd one is supposed to be a rug/carpet, he turned it into a water color painting, texture detail was completely destroyed.
I think this guy worked on GTA Definitive Edition.
no images or video? Pfft.
Pixel is better 🙂
You’ve got to be fuc**** kidding me… ?
The achievement of such effects is impressive per se, but I think the neural networks were used improperly there – smooth, watercolor textures belong in some kind of a cartoony game, not CoD which strived to look realistic.