microsoft / microsoft/Mage

Human portrait generation outputs have extremely poor quality and are unusable

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Dominant language
Python
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Description

All generated human portraits show terrible overall quality. Details are severely blurred, facial features are distorted and chaotic, with weird facial structures, messy hair and unnatural body contours. The generated results are visually unacceptable and cannot be used for any practical scenarios.
No special complex prompts were used. Common portrait prompts consistently produce low-quality broken figures. Need optimization for human generation capability. :(

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First steps

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Research direction

Start by reproducing the reported failures with the common portrait prompts described in the issue and record the resulting image-quality problems. The issue names no files, tests, or entry points, so trace the generation path from the reproduction before defining a fix. Done means human portraits no longer show the reported blur, distorted features, messy hair, and unnatural body contours.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
computer-vision, machine-learning
Issue type
Bug
Difficulty
5/5
Estimated time
Over a week
Activity status
Quiet
Clarity
Needs clarification
Newbie friendliness
25/100

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