Detect wildlife in camera-trap and drone imagery.

Emu-Det is a lightweight object-detection API tuned for birds and large ground fauna. Send an image, get back bounding boxes, species labels and confidence scores in milliseconds.

98.4%mAP on test set
42 msmedian latency
120+species labels
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Species labels

Fine-grained classification across 120+ bird and mammal species, with a coarse fallback when confidence is low.

Real-time

Optimised inference graph runs in tens of milliseconds on commodity GPUs and modern edge devices.

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Drone-ready

Robust to motion blur, oblique angles and small object sizes typical of aerial survey footage.

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Private

Images are processed in memory and never written to disk. Bring-your-own-cloud deployment available.

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Simple API

One REST endpoint, JSON in and out. SDKs for Python, Go and JavaScript.

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Batch mode

Stream thousands of frames through a single asynchronous job and poll for results.

Quick start

POST https://emu-det.win/v1/detect Content-Type: image/jpeg { "detections": [ { "label": "emu", "score": 0.97, "box": [120, 64, 310, 480] }, { "label": "magpie", "score": 0.81, "box": [402, 130, 470, 210] } ] }