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Object Removal

sujaykhandekar

AI model preview image
The object-removal model is a deep learning model that is trained to remove specific objects from an image. The model takes an input image and a mask that specifies the objects to be removed, and then generates an output image with those objects removed. It uses an image-to-image translation approach, where it learns to map the input image and mask to the desired output image through a training process using a large dataset of paired input-output images. The model uses a convolutional neural network architecture, and is trained using a combination of supervised and unsupervised learning techniques.

Use cases

The object-removal model has several potential use cases that would be valuable for various industries and applications. In the field of e-commerce, it could be used to automatically remove background clutter or unwanted objects from product images, creating cleaner and more visually appealing product listings. In the world of content creation, the model could be utilized to remove unwanted elements from photos or videos, saving time and effort in post-production editing. Additionally, in the field of image forensics, the model could aid in the identification and removal of sensitive or compromising information from images, bolstering privacy and security measures. With its ability to seamlessly remove objects from images, this AI model holds the potential to be integrated into a range of products or services, such as image editing software, e-commerce platforms, or even mobile applications that offer on-the-go object removal for photos.

Pricing

Cost per run
$0.02475
USD
Avg run time
45
Seconds
Hardware
Nvidia T4 GPU
Prediction

Creator Models

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No other models by this creator

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Overview

Summary of this model and related resources.

PropertyValue
Creatorsujaykhandekar
Model NameObject Removal
Description
Removes specified objects from image
Tags
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
Runs12,608
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$0.02475
Prediction HardwareNvidia T4 GPU
Average Completion Time45 seconds