ResNet-50 is Microsoft's image to text model. 50-layer deep residual convolutional neural network for image classification, trained on over 1 million ImageNet images across 1,000 categories.
Specifications
Canonical IDmicrosoft-resnet-50
TypeImage to Text
StatusActive
CreatorMicrosoftMicrosoft
Providers
Input ModalitiesImage
Output ModalitiesText

Capabilities

Input1/5
Text·
Image✓
Audio·
Video·
PDF·
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities0/13
Reasoning·
Adaptive Reasoning·
Function Calling·
Parallel Function Calling·
Structured Outputs·
Native JSON Schema·
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching·
Assistant Prefill·

Pricing by Provider

US Dollar ($)
Per 1M tokens
ProviderStandard
Image In
$ / 1M images
Request
$ / request
Cloudflare Workers AI logo
Cloudflare Workers AI
@cf/microsoft/resnet-50
$2.51$0.000003

Cost Calculator

US Dollar ($)
Preset:

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
ResNet V2 101————Available
ResNet V2 50————Available
ResNet V2 Classification————Available
ResNet V2 Featurevector————Available
ResNet V1 101————Available
ResNet V1 152————Available
ResNet V1 50————Available
ResNet V1 Classification————Available
ResNet-50————Current
ResNet 101————Available
ResNet 152————Available

Model IDs

@cf/microsoft/resnet-50
microsoft-resnet-50
pytorch-ic-resnet50