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Bread

mingcv

AI model preview image
Bread is an online image enhancement demo that improves images with poor or irregular illumination and noise. It uses a technique called Breaking Down the Darkness to enhance low-light images. The demo allows users to upload images and see the improved versions with enhanced illumination and reduced noise.

Use cases

This AI model has several potential use cases for technical users. One possible use case is in the field of photography, where photographers often encounter low-light situations and need to enhance the illumination in their images. This model could be used to improve the quality of images taken in dimly lit environments, making them more visually appealing. Another use case could be in surveillance or security systems, where low-light images from security cameras are often of poor quality. By using Bread to enhance these images, security personnel would be able to see clearer details and improve their ability to identify individuals or objects. Additionally, this model could be integrated into image editing software or smartphone camera apps to provide automatic low-light image enhancement, allowing users to capture better photos in challenging lighting conditions.

Pricing

Cost per run
$0.01155
USD
Avg run time
21
Seconds
Hardware
Nvidia T4 GPU
Prediction

Creator Models

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No other models by this creator

Similar Models

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Try it!

You can use this area to play around with demo applications that incorporate the Bread model. These demos are maintained and hosted externally by third-party creators. If you see an error, message me on Twitter.

Currently, there are no demos available for this model.

Overview

Summary of this model and related resources.

PropertyValue
Creatormingcv
Model NameBread
Description

The online demo of Bread (Low-light Image Enhancement via Breaking Down the...

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Model LinkView on Replicate
API SpecView on Replicate
Github LinkView on Github
Paper LinkView on Arxiv

Popularity

How popular is this model, by number of runs? How popular is the creator, by the sum of all their runs?

PropertyValue
Runs14,412
Model Rank
Creator Rank

Cost

How much does it cost to run this model? How long, on average, does it take to complete a run?

PropertyValue
Cost per Run$0.01155
Prediction HardwareNvidia T4 GPU
Average Completion Time21 seconds