Detect And Classify

Detect objects then classify each crop — single round-trip.

Runs YOLO detection → crops each bounding box → CLIP classifies each crop. Returns unified results with both detection and classification info.

post/v1/vision/detect_classify

Request

The document declares no server URL.
Auth
none declared
TypeScript
https://skmtc.dev/llama-farm/apis/llamafarm-edge-runtime/docs/v1/vision/detect_classify/post.ts
A function with typed inputs. Its response is checked against the schema.

imagestring required

Base64-encoded image

detection_modelstring

YOLO model for detection

classification_modelstring

CLIP model for classification

classesstring[] required

Classes for zero-shot classification of each crop

confidence_thresholdnumber

Detection confidence threshold

detection_classesstring[] nullable

Filter detections to these YOLO classes

top_kinteger

Top-K classification results per crop

min_crop_pxinteger

Minimum crop dimension in pixels (skip tiny detections)

Successful Response

total_detectionsinteger required

classified_countinteger required

detection_modelstring required

classification_modelstring required

detection_time_msnumber required

classification_time_msnumber required

total_time_msnumber required

No recorded changes to this operation across all 1 revision of this API.