models/4x-Nomos8kSCHAT-L.json

{
    "name": "4xNomos8kSCHAT-L",
    "author": "helaman",
    "license": "CC-BY-4.0",
    "tags": [
        "anime",
        "compression-removal",
        "general-upscaler",
        "jpeg",
        "photo",
        "restoration"
    ],
    "description": "4x photo upscaler with otf jpg compression and blur, trained on musl's Nomos8k_sfw dataset for realisic sr. \nProvided is a 16fp onnx (154.1MB) download, and a pth (316.2MB) download.\nSince this is a big model, upscaling might take a while.",
    "date": "2023-06-30",
    "architecture": "hat",
    "size": [
        "HAT-L"
    ],
    "scale": 4,
    "inputChannels": 3,
    "outputChannels": 3,
    "resources": [
        {
            "platform": "onnx",
            "type": "onnx",
            "size": 161575106,
            "sha256": "919dff28836ff10fef2d5462e5b82c951211abf24f05196b0a6e2c24f20ed1de",
            "urls": [
                "https://drive.google.com/file/d/18codpbxYcQecX7FNbYooUskfJR3lDBpr"
            ]
        },
        {
            "platform": "pytorch",
            "type": "pth",
            "size": 331564661,
            "sha256": "9e7726ba191fdf05b87ea8585d78164b6e96e2ee04fdbb3285c3efa37db4b5b0",
            "urls": [
                "https://drive.google.com/file/d/1gh7HDKzf9aZw-rA8WYQy1ZZ8D0MAIHxR"
            ]
        }
    ],
    "trainingIterations": 132000,
    "trainingBatchSize": 4,
    "trainingHRSize": 256,
    "trainingOTF": true,
    "dataset": "Nomos8k_sfw",
    "datasetSize": 6118,
    "pretrainedModelG": "4x-HAT-L-SRx4-ImageNet-pretrain",
    "images": [
        {
            "type": "paired",
            "caption": "Seeufer",
            "LR": "https://raw.githubusercontent.com/Phhofm/models/main/4xNomos8kSC_results/input/seeufer.png",
            "SR": "https://raw.githubusercontent.com/Phhofm/models/main/4xNomos8kSC_results/4xNomos8kSCHAT-L/seeufer_4xNomos8kSCHAT-L.png"
        },
        {
            "type": "paired",
            "caption": "Dearalice",
            "LR": "https://raw.githubusercontent.com/Phhofm/models/main/4xNomos8kSC_results/input/dearalice.png",
            "SR": "https://raw.githubusercontent.com/Phhofm/models/main/4xNomos8kSC_results/4xNomos8kSCHAT-L/dearalice_4xNomos8kSCHAT-L.png"
        },
        {
            "type": "paired",
            "caption": "Bibli",
            "LR": "https://raw.githubusercontent.com/Phhofm/models/main/4xNomos8kSC_results/input/bibli.png",
            "SR": "https://raw.githubusercontent.com/Phhofm/models/main/4xNomos8kSC_results/4xNomos8kSCHAT-L/bibli_4xNomos8kSCHAT-L.png"
        },
        {
            "type": "paired",
            "caption": "Dearalice2",
            "LR": "https://raw.githubusercontent.com/Phhofm/models/main/4xNomos8kSC_results/input/dearalice2.png",
            "SR": "https://raw.githubusercontent.com/Phhofm/models/main/4xNomos8kSC_results/4xNomos8kSCHAT-L/dearalice2_4xNomos8kSCHAT-L.png"
        },
        {
            "type": "paired",
            "caption": "Palme",
            "LR": "https://raw.githubusercontent.com/Phhofm/models/main/4xNomos8kSC_results/input/palme.png",
            "SR": "https://raw.githubusercontent.com/Phhofm/models/main/4xNomos8kSC_results/4xNomos8kSCHAT-L/palme_4xNomos8kSCHAT-L.png"
        },
        {
            "type": "paired",
            "caption": "Jujutsukaisen",
            "LR": "https://raw.githubusercontent.com/Phhofm/models/main/4xNomos8kSC_results/input/jujutsukaisen.png",
            "SR": "https://raw.githubusercontent.com/Phhofm/models/main/4xNomos8kSC_results/4xNomos8kSCHAT-L/jujutsukaisen_4xNomos8kSCHAT-L.png"
        }
    ]
}