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Add NES Composite to RGB Model
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pokepress committed Nov 3, 2024
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{
"name": "NES Composite to RGB",
"author": "pokepress",
"license": "MIT",
"tags": [
"debanding",
"denoise",
"restoration",
"video-frame"
],
"description": "Takes composite/RF/VHS NES footage and attempts to restore it to RGB quality. Assumes footage has been properly deinterlaced via field duplication from 240p to 480p. Note that:\n\n* All footage was captured in 240p/480p NTSC.\n* RGB footage was captured via an AV Famicom with the RGB Blaster via the Retrotink 2x.\n* The model was trained exclusively on individual frames, so it can't fix things like dropouts.\n* The even and odd fields of NES composite tend to be a bit...different from each other, so there will be some jitter at 60fps.\n* I don't have access to an NES Toploader, so I wouldn't expect it to fix the jailbars very well.",
"date": "2024-11-03",
"architecture": "omnisr",
"size": null,
"scale": 1,
"inputChannels": 3,
"outputChannels": 3,
"resources": [
{
"platform": "pytorch",
"type": "pth",
"size": 3223546,
"sha256": "77511d759530b0cef77c919c40870f3fe3b9330e39e2aaacaac7848c06fb2b20",
"urls": [
"https://www.mediafire.com/file/qzaox0y51zh9ja7/NES_Composite_to_RGB.pth/file"
]
}
],
"trainingIterations": 445000,
"trainingHRSize": 128,
"trainingOTF": false,
"dataset": "Screenshots of NES games",
"datasetSize": 194,
"images": [
{
"type": "paired",
"LR": "https://imgsli.com/i/ce97c530-8f99-448c-8101-e072b7f72851.jpg",
"SR": "https://imgsli.com/i/e3b66191-0e6e-4264-a97f-d7b79c8a2f23.jpg"
},
{
"type": "paired",
"caption": "Legacy of the Wizard (VHS)",
"LR": "https://imgsli.com/i/0e8cc744-8e50-4b4c-8a0a-ccca9ffb9ea3.jpg",
"SR": "https://imgsli.com/i/d730abc1-ce80-495d-8a79-1504c6f7df33.jpg"
},
{
"type": "paired",
"caption": "Defender of the Crown (RF)",
"LR": "https://imgsli.com/i/0f0d8130-cc2b-4e3a-afad-45aa6bf5c504.jpg",
"SR": "https://imgsli.com/i/4416deb1-bbed-49a2-b882-45179b301b46.jpg"
}
]
}

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