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Stablev2.4.1// Imaging / AI

Mira

AI Photo Enhancement

Neural network powered image processing. Auto-enhance, background removal, portrait retouching with precision.

98.5%
SUBJECT_DETECTION
2.3x
PROCESSING_SPEED
-40%
ARTIFACT_REDUCTION

> cat ./overview.md

Mira is a multi-stage convolutional neural network packaged as a consumer-grade photo studio.

It analyses subject, background and lighting in milliseconds, then applies contextual edits that read as natural rather than over-processed.

Built for photographers who want production output with zero friction.

> ls ./features

Smart Enhance

Per-scene tone, exposure and color grading driven by a 12M-param vision model.

Background Remove

Edge-perfect semantic segmentation with hair and fur preservation.

Portrait Retouch

Skin, eye and lip refinement that respects identity and texture.

Batch Pipeline

Process hundreds of images with one preset, locally.

> cat ./stack.json

{

"name": "Mira",

"category": "Imaging / AI",

"stack": [

"CoreML",

"TensorRT",

"Metal",

"CUDA",

"WebGPU"

]

}