imageclassification / ResNetFeatureExtraction / 1.0.0
ResNet Feature Extraction
10 Credit Royalty API Calls - 159
Extract ResNet feature vectors from images.
Permissions
The Algorithm Platform License is the set of terms that are stated in the Software License section of the Algorithmia Application Developer and API License Agreement. It is intended to allow users to reserve as many rights as possible without limiting Algorithmia's ability to run it as a service.
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This is necessary for algorithms that rely on external services, however it also implies that this algorithm is able to send your input data outside of the Algorithmia platform.
This allows an algorithm to compose sophisticated functionality using other algorithms as building blocks, however it also carries the potential of incurring additional royalty and usage costs from any algorithm that it calls.
This algorithm uses advanced GPU features.
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Input
Output
[
{
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0.45635080337524414,
0.6441249847412109,
0.08393892645835876,
0.562606930732727,
0.23260875046253204,
0.27340903878211975,
0.0982566773891449,
0.3655144870281219,
0.2204330414533615,
0.39724859595298767,
0.17334945499897003
],
"image_path": "data://imageclassification/sample_images/cat1.jpg"
}
]Install and Use
Install
Install the Algorithmia CLI client by running:
curl -sSLf https://algorithmia.com/install.sh | shThen authenticate by running:
algo auth
# Enter API Key: YOUR_API_KEYUse
algo run imageclassification/ResNetFeatureExtraction/1.0.0 -d '{
"data_uri": "data://imageclassification/sample_images/"
}' –-timeout 300