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license: cc |
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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. |
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