const taskData = {
    datasets: [
        {
            description: "Synthetic dataset, for image relighting",
            id: "VIDIT",
        },
        {
            description: "Multiple images of celebrities, used for facial expression translation",
            id: "huggan/CelebA-faces",
        },
        {
            description: "12M image-caption pairs.",
            id: "Spawning/PD12M",
        },
    ],
    demo: {
        inputs: [
            {
                filename: "image-to-image-input.jpeg",
                type: "img",
            },
        ],
        outputs: [
            {
                filename: "image-to-image-output.png",
                type: "img",
            },
        ],
    },
    isPlaceholder: false,
    metrics: [
        {
            description: "Peak Signal to Noise Ratio (PSNR) is an approximation of the human perception, considering the ratio of the absolute intensity with respect to the variations. Measured in dB, a high value indicates a high fidelity.",
            id: "PSNR",
        },
        {
            description: "Structural Similarity Index (SSIM) is a perceptual metric which compares the luminance, contrast and structure of two images. The values of SSIM range between -1 and 1, and higher values indicate closer resemblance to the original image.",
            id: "SSIM",
        },
        {
            description: "Inception Score (IS) is an analysis of the labels predicted by an image classification model when presented with a sample of the generated images.",
            id: "IS",
        },
    ],
    models: [
        {
            description: "An image-to-image model to improve image resolution.",
            id: "fal/AuraSR-v2",
        },
        {
            description: "Powerful image editing model.",
            id: "black-forest-labs/FLUX.1-Kontext-dev",
        },
        {
            description: "Virtual try-on model.",
            id: "yisol/IDM-VTON",
        },
        {
            description: "Image re-lighting model.",
            id: "kontext-community/relighting-kontext-dev-lora-v3",
        },
        {
            description: "Strong model for inpainting and outpainting.",
            id: "black-forest-labs/FLUX.1-Fill-dev",
        },
        {
            description: "Strong model for image editing using depth maps.",
            id: "black-forest-labs/FLUX.1-Depth-dev-lora",
        },
    ],
    spaces: [
        {
            description: "Image editing application.",
            id: "black-forest-labs/FLUX.1-Kontext-Dev",
        },
        {
            description: "Image relighting application.",
            id: "lllyasviel/iclight-v2-vary",
        },
        {
            description: "An application for image upscaling.",
            id: "jasperai/Flux.1-dev-Controlnet-Upscaler",
        },
    ],
    summary: "Image-to-image is the task of transforming an input image through a variety of possible manipulations and enhancements, such as super-resolution, image inpainting, colorization, and more.",
    widgetModels: ["Qwen/Qwen-Image"],
    youtubeId: "",
};
export default taskData;
