datasets:
- raresense/txt_to_sketch
base_model:
- black-forest-labs/FLUX.1-dev
library_name: diffusers
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
- Repository: [More Information Needed]
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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]
BibTeX:
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APA:
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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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