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+ # pseudo-camera-10k dataset
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+ ### Work in progress (incomplete dataset)
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+ ## Contents
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+ This dataset contains 10k free images from world class photographers. The images have been resized using Lanczos antialiasing, with their smaller edge shifted to 1024px.
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+ No images were upsampled in this dataset. The results of downsampling were manually validated to ensure limited artifacting.
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+ The images have been captioned with CogVLM.
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+ ## Hardware
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+ These images were captioned on a single A100-80G at a rate of roughly 3.8 seconds per image.
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+ ## Use cases
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+ These images may be used to train models.
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+ ## Limitations
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+ Natural photos can be highly noisy. This will be learnt by the model; that may be a desired trait.
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+ The captions are not 100% accurate, but they are highly descriptive and close to 100%.
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+ The images do not reflect the multitude of diversity that much larger sets would.