raresense/Text_to_Sketch

This model aims to help fashion designers to turn their imaginations of prints live through text.

Model Description

• Developed by: AI Team at Rare Sense Inc
• Model type: Inpainting
• Finetuned from model : Flux Dev

Model Sources

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Uses

• Turns fashion sketches into realistic images

Bias, Risks, and Limitations

• Sometimes might produce inaccurate results

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How to Get Started with the Model

Use the code below to get started with the model.

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Training Details

Training Data

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Training Procedure

Preprocessing [optional]

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Training Hyperparameters

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Speeds, Sizes, Times [optional]

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Evaluation

Hyperparameters and Input Prompt

guidance_scale = 7

num_inference_steps = 40

Triggered Word = [afashionsketch]

Prompt: [afashionsketch] Promt.

Testing Data, Factors & Metrics

Testing Data

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Factors

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Metrics

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Results

Prompt: [afashionsketch] woman wearing white jacket, yellow pants, and red heels.

Prompt: [afashionsketch] Glamorous woman with an urban wear outfit composed of an oversized yellow bomber jacket, a draped blouse in flowing magenta silk, a tight knee-length skirt, lace-up shoes with heels.

Prompt: [afashionsketch] a blue cocktail dress with a plunging neckline and a fitted bodice.

Prompt: [afashionsketch] A modern, minimalist power suit in a monochrome color palette. The outfit features sharp tailoring, an oversized blazer, wide-leg trousers, and subtle yet sophisticated details like geometric cutouts or asymmetric lapels.

Summary

Model Examination [optional]

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Environmental Impact

Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).

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Technical Specifications [optional]

Model Architecture and Objective

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Compute Infrastructure

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Hardware

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Software

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Citation [optional]

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Glossary [optional]

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Model Card Authors [optional]

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Model Card Contact

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