Zero-Shot Object Detection Arena

Compare four zero-shot object detectors on the same image + prompts.
Upload an image (or pick an example), add comma-separated prompts, tweak per-model thresholds, and hit Detect.
You'll see bounding boxes, scores, and per-model inference time.

Models

LLMDet Tiny — iSEE-Laboratory/llmdet_tiny
MM GroundingDINO Tiny O365v1 GoldG — rziga/mm_grounding_dino_tiny_o365v1_goldg
OMDet Turbo Swin Tiny — omlab/omdet-turbo-swin-tiny-hf
OWL-V2 Large Patch14 Ensemble — google/owlv2-large-patch14-ensemble

Tip: Lower thresholds ↑ recall but may ↑ false positives.

Examples

Click an example to populate the inputs

Upload an image	Prompts (comma-separated)	Threshold — llmdet tiny	Threshold — mm grounding dino tiny o365v1 goldg	Threshold — owlv2 large patch14 ensemble	Threshold — omdet turbo swin tiny hf