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--- |
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license: creativeml-openrail-m |
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base_model: "stabilityai/stable-diffusion-2-1" |
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tags: |
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- stable-diffusion |
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- stable-diffusion-diffusers |
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- text-to-image |
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- diffusers |
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- full |
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inference: true |
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--- |
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# pseudo-flex-v2 |
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This is a full rank finetuned model derived from [stabilityai/stable-diffusion-2-1](https://huggingface.co/stabilityai/stable-diffusion-2-1). |
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The main validation prompt used during training was: |
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``` |
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a cinematic scene from the film Rogue One, a woman stares off into the distance, holding a sign that reads SOON |
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``` |
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## Validation settings |
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- CFG: `9.2` |
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- CFG Rescale: `0.7` |
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- Steps: `30` |
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- Sampler: `euler` |
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- Seed: `420420420` |
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- Resolutions: `1024x1024,1152x960,896x1152` |
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Note: The validation settings are not necessarily the same as the [training settings](#training-settings). |
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<Gallery /> |
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The text encoder **was not** trained. |
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You may reuse the base model text encoder for inference. |
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## Training settings |
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- Training epochs: 4 |
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- Training steps: 48700 |
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- Learning rate: 4e-07 |
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- Effective batch size: 32 |
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- Micro-batch size: 4 |
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- Gradient accumulation steps: 8 |
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- Prediction type: v_prediction |
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- Rescaled betas zero SNR: True |
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- Optimizer: AdamW, stochastic bf16 |
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- Precision: Pure BF16 |
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- Xformers: Enabled |
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## Datasets |
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### celebrities |
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- Repeats: 0 |
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- Total number of images: 1216 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### movieposters |
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- Repeats: 0 |
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- Total number of images: 1696 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### normalnudes |
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- Repeats: 0 |
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- Total number of images: 1088 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### propagandaposters |
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- Repeats: 0 |
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- Total number of images: 640 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### guys |
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- Repeats: 0 |
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- Total number of images: 352 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### pixel-art |
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- Repeats: 0 |
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- Total number of images: 1056 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### signs |
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- Repeats: 0 |
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- Total number of images: 384 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### moviecollection |
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- Repeats: 0 |
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- Total number of images: 1856 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### bookcovers |
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- Repeats: 0 |
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- Total number of images: 768 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### nijijourney |
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- Repeats: 0 |
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- Total number of images: 640 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### experimental |
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- Repeats: 0 |
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- Total number of images: 3008 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### ethnic |
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- Repeats: 0 |
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- Total number of images: 3072 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### sports |
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- Repeats: 0 |
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- Total number of images: 800 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### gay |
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- Repeats: 0 |
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- Total number of images: 1056 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### architecture |
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- Repeats: 0 |
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- Total number of images: 4320 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### shutterstock |
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- Repeats: 0 |
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- Total number of images: 21056 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### cinemamix-1mp |
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- Repeats: 0 |
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- Total number of images: 8992 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### nsfw-1024 |
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- Repeats: 0 |
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- Total number of images: 10784 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### anatomy |
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- Repeats: 5 |
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- Total number of images: 16352 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### bg20k-1024 |
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- Repeats: 0 |
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- Total number of images: 89248 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### yoga |
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- Repeats: 0 |
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- Total number of images: 3552 |
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- Total number of aspect buckets: 3 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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