| { | |
| "name": "4xNomos8kDAT", | |
| "author": "helaman", | |
| "license": "CC-BY-4.0", | |
| "tags": [ | |
| "anime", | |
| "compression-removal", | |
| "general-upscaler", | |
| "jpeg", | |
| "photo", | |
| "restoration" | |
| ], | |
| "description": "A 4x photo upscaler with otf jpg compression, blur and resize, trained on musl's Nomos8k_sfw dataset for realisic sr, this time based on the [DAT arch](https://github.com/zhengchen1999/DAT), as a finetune on the official 4x DAT model.\n\n\nThe 295 MB file is the pth file which can be run with the [dat reo github code](https://github.com/zhengchen1999/DAT). The 85.8 MB file is an onnx conversion.\n\n\nAll Files can be found in [this google drive folder](https://drive.google.com/drive/folders/1b2vQHxlFQrVW22osIhQbDk98sdXzzFkx). If above onnx file is not working, you can try the other conversions in the onnx subfolder.\n\n\nExamples:\n\n[Imgsli1](https://imgsli.com/MTk4Mjg1) (generated with onnx file)\n\n[Imgsli2](https://imgsli.com/MTk4Mjg2) (generated with onnx file)\n\n[Imgsli](https://imgsli.com/MTk4Mjk5) (generated with testscript of dat repo on the three test images in dataset/single with pth file)", | |
| "date": "2023-08-13", | |
| "architecture": "dat", | |
| "size": null, | |
| "scale": 4, | |
| "inputChannels": 3, | |
| "outputChannels": 3, | |
| "resources": [ | |
| { | |
| "platform": "pytorch", | |
| "type": "pth", | |
| "size": 309317507, | |
| "sha256": "c1c87b04c261251264cd83e2bc90f49c9d5280bf18309e7b9919f1a8b27f53c6", | |
| "urls": [ | |
| "https://drive.google.com/file/d/1JRwXYeuMBIsyeNfsTfeSs7gsHqCZD7xn" | |
| ] | |
| }, | |
| { | |
| "platform": "onnx", | |
| "type": "onnx", | |
| "size": 89983270, | |
| "sha256": "e5c10de92a14544764ca4e4dc0269f7de3cd2e4975b1d149ad687fd195eb9de1", | |
| "urls": [ | |
| "https://drive.google.com/file/d/1PyugI5imMP__vLrYYJKvUC_OUO6RcFYG" | |
| ] | |
| } | |
| ], | |
| "trainingIterations": 110000, | |
| "trainingEpochs": 71, | |
| "trainingBatchSize": 4, | |
| "trainingHRSize": 128, | |
| "trainingOTF": true, | |
| "dataset": "Nomos8k_sfw", | |
| "datasetSize": 6118, | |
| "pretrainedModelG": "4x-DAT", | |
| "images": [ | |
| { | |
| "type": "paired", | |
| "LR": "https://imgsli.com/i/95627391-b402-4545-bc1d-0c3d5203ce6b.jpg", | |
| "SR": "https://imgsli.com/i/1158f548-ec02-43ec-933d-47ca2762f751.jpg" | |
| }, | |
| { | |
| "type": "paired", | |
| "LR": "https://imgsli.com/i/743ed6d4-068c-49dd-afc4-b3ce6d2bd9c8.jpg", | |
| "SR": "https://imgsli.com/i/178bbe96-1f16-4d7b-bb2d-5f72badcda24.jpg" | |
| }, | |
| { | |
| "type": "paired", | |
| "LR": "https://imgsli.com/i/5324a7d4-12fa-4d5e-aab0-f308b40be6a8.jpg", | |
| "SR": "https://imgsli.com/i/f2540a86-07a9-4faa-82d0-3953b9f58419.jpg" | |
| } | |
| ] | |
| } |