Faster R-CNN ResNet50 is Meta's image to text model. A Faster R-CNN object detection model with a ResNet-50 backbone, providing strong detection accuracy for general-purpose object localization.
Specifications
Canonical IDmeta-fasterrcnn-resnet50
TypeImage to Text
StatusActive
CreatorMetaMeta
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 V3Available
Faster R-CNN Inception-ResNet 2Available
Faster R-CNN ResNet50Current
Faster R-CNNAvailable
Faster R-CNN ResNet-101Available
Faster R-CNN ResNet-152Available
Faster R-CNN ResNet-50Available

Model IDs