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README.md
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---
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dataset_info:
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features:
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- name: image
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dtype: image
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- name: prompt
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dtype: string
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- name: hash
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dtype: string
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- name: generated_by
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dtype: string
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- name: quantity
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dtype: string
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- name: plain_background
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dtype: string
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- name: has_neighbors
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dtype: string
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- name: style
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sequence: string
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- name: size
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sequence:
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sequence: string
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splits:
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- name: train
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num_bytes: 586975377.483
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num_examples: 2039
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download_size: 586703624
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dataset_size: 586975377.483
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configs:
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- config_name: default
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data_files:
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- split: train
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path: data/train-*
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---
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dataset_info:
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features:
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- name: image
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dtype: image
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- name: prompt
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dtype: string
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- name: hash
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dtype: string
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- name: generated_by
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dtype: string
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- name: quantity
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dtype: string
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- name: plain_background
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dtype: string
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- name: has_neighbors
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dtype: string
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- name: style
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sequence: string
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- name: size
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sequence:
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sequence: string
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splits:
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- name: train
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num_bytes: 586975377.483
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num_examples: 2039
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download_size: 586703624
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dataset_size: 586975377.483
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configs:
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- config_name: default
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data_files:
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- split: train
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path: data/train-*
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license: mit
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task_categories:
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- text-to-image
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- unconditional-image-generation
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language:
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- en
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tags:
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- art
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pretty_name: Housey Home v2
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---
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# Housey House v2 - Like v1 never happened
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I was in the process of producing a fully synthetic dataset for ungrounded image generation using an unconventional combination of layers. As such, I needed a dataset of highly similar objects with 'themes'. In order to produce `log(x, y)` combinations of options in the final model. This is that dataset.
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The initial ( 07/15/2024 ) release includes ~2k unique houses, each processed using a VQA, [ybelkada/blip-vqa-base](https://huggingface.co/Salesforce/blip-vqa-base), to be precise.
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```
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# This code procedurally generates a simple description based upon the input lists of string selections. Feel free to expand or use as MIT.
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word_salad = [
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["cartoon", "happy", "goofy", "virant", "whymsical"],
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["realistic", "ultra hd", "best quality", "high quality", "masterpiece"],
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["horrifying", "nightmare", "wicked", "evil", "dark", "creepy", "scary"]
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]
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sizes = [
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["large mansion", "mansion", "manor", "estate", "enournmous house", "palace"],
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["medium house", "home", "residence", "big house", "large house"],
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["tiny shack", "cottage", "small house", "miniature house", "dinimutive house", "shack"]
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]
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post_prompt = ", ".join(chosen_salad := random.choice(word_salad)) + ", " + ", ".join(chosen_sizes := random.choice(sizes))
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description = "A " + chosen_sizes[0].split(" ")[0] + ", " + chosen_salad[0] + " " + chosen_sizes[0].split(" ")[1]
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```
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