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Solo dev builds tool to stabilize anime character proportions in AI datasets

By PulseAugur Editorial · [1 sources] ·

A solo developer is creating a tool called AoRA Maker to improve the consistency of anime character proportions in LoRA datasets for AI image generation. The app measures key body ratios and flags unreliable measurements, even identifying issues like an age-related negative prompt that was shrinking a character's head. The developer is seeking feedback on what constitutes sufficient proof that this measurement-based dataset selection improves LoRA training and what aspects of character LoRAs typically fail first. AI

IMPACT This tool aims to improve the consistency and quality of AI-generated anime characters by addressing issues with body proportion stability in LoRA datasets.

RANK_REASON The item describes a tool being developed for AI image generation datasets, not a core AI release or significant industry event.

Read on r/StableDiffusion →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Solo dev builds tool to stabilize anime character proportions in AI datasets

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2 / 100
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Tool
The item describes a tool being developed for AI image generation datasets, not a core AI release or significant industry event.
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Single-source cluster
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product, other
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High
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Same-day
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COVERAGE [1]

  1. r/StableDiffusion TIER_2 English(EN) · /u/PrudentRespect5648 ·

    Solo dev: measuring anime character proportions in LoRA datasets. What would convince you it improves the LoRA?

    <!-- SC_OFF --><div class="md"><p>Hi all, solo dev here. For a few months I’ve been building AoRA Maker, a local app to prepare datasets and train anime character LoRAs for Anima, with one obsession: keeping a character’s body proportions stable from one pose to the next.</p> <p>…

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