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65 changes: 65 additions & 0 deletions data/models/1x-AzuMPEG.json
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{
"name": "AzuMPEG",
"author": "ezogaming",
"license": "CC0-1.0",
"tags": [
"anime",
"compression-removal",
"deblur",
"denoise",
"restoration",
"video-frame"
],
"description": "A relatively simple model that tries to remove (muddied) dot crawl, color bleed, NTSC color encoding (as in color space), and MPEG-4 (DivX) artifacts from 384p sources. Trained for 30 epochs.\nOriginally trained to de-crustify Azumanga Web Daioh at 384p. Specifically trained for the hardsub, not the ultra-low-quality nicovideo rip.\nMovie was chosen for the dataset due to having a similar art style and color range to the web pilot (minus the high contrast from the ntsc source), compared to the more washed-out TV anime.\n\n**Dataset:** Azumanga Daioh Movie (2001) cropped to 4:3, played through composite via a DVD player, chroma blurred, and encoded to MPEG-4 (DIVX) at 512x384, bitrate ~1400kbps\nVHS sources will perform poorly (see examples)\n\nSlowpoke: slow.pics/s/qf7gnU9O",
"date": "2024-09-20",
"architecture": "span",
"size": [
"48nf"
],
"scale": 1,
"inputChannels": 3,
"outputChannels": 3,
"resources": [
{
"platform": "pytorch",
"type": "safetensors",
"size": 8887788,
"sha256": "e83ca07920197b2a9577c62a0c1052287116fc3e0a9cc835d7e9de4acdfd5bde",
"urls": [
"https://drive.google.com/file/d/1ECmsVeo_mlS01jlpXyy2HHNCEmBKv_IT/view?usp=sharing"
]
}
],
"trainingIterations": 20000,
"trainingBatchSize": 6,
"trainingHRSize": 128,
"trainingOTF": false,
"datasetSize": 3781,
"pretrainedModelG": "1x-span-anime-pretrain",
"images": [
{
"type": "paired",
"caption": "chiyo_op (web daioh)",
"LR": "https://i.slow.pics/bnMu9Qxi.webp",
"SR": "https://i.slow.pics/mMLbdPtZ.webp"
},
{
"type": "paired",
"caption": "dvd_capture_grab_pigtails (movie)",
"LR": "https://i.slow.pics/dCOszi0r.webp",
"SR": "https://i.slow.pics/dPHNqBaz.webp"
},
{
"type": "paired",
"caption": "coyote (clean vhs example)",
"LR": "https://i.slow.pics/JttP3wXh.webp",
"SR": "https://i.slow.pics/tOaTBKG2.webp"
},
{
"type": "paired",
"caption": "hitoshi (dirty vhs example)",
"LR": "https://i.slow.pics/Xr6Ou06B.webp",
"SR": "https://i.slow.pics/m8XJVLYh.webp"
}
]
}