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Resnet

replicate

AI model preview image
ResNet is a deep learning model that is primarily used for image classification tasks. The model, specifically ResNet-50, contains 50 layers and is capable of accurately classifying images into various categories. ResNet uses skip connections or shortcut connections to alleviate the problem of vanishing gradients in deep neural networks. These skip connections allow the model to take into account information from earlier layers and thus improve the overall performance and accuracy of the model.

Use cases

ResNet, specifically ResNet-50, is a powerful AI model that excels in image classification tasks. Its ability to accurately categorize images into various classes makes it useful in a range of applications. For example, in the field of healthcare, ResNet can be used to automatically diagnose and classify medical images, such as X-rays or MRI scans, enabling faster and more efficient diagnosis. In the retail industry, ResNet can be employed to analyze product images and automatically tag them for better organization and searchability. Additionally, ResNet can be utilized in the field of autonomous vehicles, where it can accurately recognize and classify objects in real-time, facilitating safer and more efficient navigation. These are just a few examples of how ResNet can be applied, and the model's versatility opens up possibilities for a wide range of products and practical uses.

Pricing

Cost per run
$0.0002
USD
Avg run time
1
Seconds
Hardware
CPU
Prediction

Creator Models

ModelCostRuns
Elixir Gen$?44
Llama 2 7b$?5,325
Llama 2 70b Chat$?554,411
Poet Vicuna 13b$?964
Flan T5 Xl$0.0046118,875

Similar Models

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Overview

Summary of this model and related resources.

PropertyValue
Creatorreplicate
Model NameResnet
Description
Classifies images with ResNet-50
Tags
Model LinkView on Replicate
API SpecView on Replicate
Github LinkView on Github
Paper LinkNo paper link provided

Popularity

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

PropertyValue
Runs7,393
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$0.0002
Prediction HardwareCPU
Average Completion Time1 seconds