Faster R-CNN ResNet-50 is Google's image to text model. Faster R-CNN object detection model with a ResNet-50 V1 backbone, available in multiple input resolutions for flexible deployment.
Specifications
Canonical IDgoogle-faster-rcnn-resnet50
TypeImage to Text
StatusActive
CreatorGoogleGoogle
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·

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
Faster R-CNN MobileNet V3————Available
Faster R-CNN Inception-ResNet 2————Available
Faster R-CNN ResNet-50————Current
Faster R-CNN————Available
Faster R-CNN ResNet-101————Available
Faster R-CNN ResNet-152————Available
Faster R-CNN ResNet50————Available

Model IDs

google-faster-rcnn-resnet50
tensorflow-od-faster-rcnn-resnet50-v1-1024x1024-1
tensorflow-od-faster-rcnn-resnet50-v1-640x640-1
tensorflow-od-faster-rcnn-resnet50-v1-800x1333-1