description: <p>Realistic BodyWriting (RBW) is for inpainting.</p><p>The model does a poor job of generating the correct text during txt2img.</p><p>The sample image was generated with URPM1.3, and then inpainted with URPM1.3-inpainting and RBW.</p><p>Recommend values when inpainting with URPM1.3-inpainting,</p><ul><li><p>.7-.8 for LORA weight</p></li><li><p>prompt weight of 1-1.3</p></li><li><p>CFG scale of 5</p></li><li><p>denoising strength of .7-.85</p></li></ul><p>Other values were tested but these were found to be the best ranges.</p><p></p><p><strong><u>Inpainting</u></strong></p><p>When inpainting, it is recommend to add one word at a time. The success rate depends on the text being inpainted.</p><p>RBW is partially case-sensitive, ie T vs t may change the case of the letters used in the image.</p><p>The size of the inpainting area and the resolution of the picture being inpainted are both very important.</p><p></p><p>The LORA is prompted with,</p><ul><li><p>text "ADDTEXT" on bodypart</p></li><li><p>emoji "EMOJI" on bodypart</p></li></ul><p>Common bodyparts are,</p><ul><li><p>upper chest</p></li><li><p>breast</p></li><li><p>upper abdomen</p></li><li><p>stomach</p></li><li><p>navel</p></li><li><p>pubic mound</p></li><li><p>leg</p></li><li><p>ass</p></li></ul><p></p><p><strong><u>Notes</u></strong></p><ol><li><p>Text contained in the training data generates better than text that isn't.</p></li><li><p>Non-training text is still possible but has a lower success rate.</p></li><li><p>For text in the training data the success rate is (1-10%).</p></li><li><p>For text not in the training data the success rate is lower and strongly depends on the word.</p></li><li><p>The full list of texted used for training is in the LORA info (I icon in the LORA menu for auto1111).</p></li><li><p>Adding a basic description of the subject in the prompt helps. i.e. women standing naked</p></li></ol><p><strong><u>Source Material</u></strong></p><p>The images were gathered online and the heads were removed to anonymize the images.</p><p>If anyone feels the model depicts them too accurately, I am willing to retrain the model with their images removed.</p><p>Conversely, is anyone is interested in providing custom images please contact me.</p><p><strong><u>Version 2</u></strong></p><p>The model was retrained many times with different parameters and tested with different epochs.</p><p>After determining the optimal parameters the dataset was expanded.</p><p>Ultimately, the version released is the best so far.</p><p>If the LORA can be improved a version 2 will be released.</p>
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modelVersions.name: v1.0
modelVersions.publishedAt: 2023-07-08T13:16:36.762Z
modelVersions.trainedWords: text "ADDTEXT" on bodypart emoji "EMOJI" on bodypart
name: Realistic BodyWriting (RBW)
tags: concept text bodywriting nsfw