bencevans/megadetector-v5a 🖼️🔢 → ❓

▶️ 22.4K runs 📅 Apr 2023 ⚙️ Cog 0.20.0 🔗 GitHub

camera-trap image-object-detection wildlife-monitoring

Performance

0.7sTypical run time

~198sCold start (first call)

22.4KTotal runs

About

Detect Animals, Humans and Vehicles in Camera Trap Imagery with MegaDetector v5a

Example Output

Output

[object Object][object Object]

Performance Metrics

0.68s Prediction Time

197.91s Total Time

All Input Parameters

{
  "iou": 0.45,
  "conf": 0.1,
  "image": "https://replicate.delivery/pbxt/LsYcS4CS8wu8axvCa5K8aIkZoF6CeSrjytmJXbPdDeIMVmmp/IMG_0169.JPG"
}

Input Parameters

image (required) Type: string: Input image
minimum_confidence_threshold Type: numberDefault: 0.2Range: 0 - 1: Confidence Threshold

Output Schema

image Type: object: Image
detections Type: arrayItems: object: Detections

Example Execution Logs

Running prediction at 2024-10-29 11:13:10.854067
Confidence threshold: 0.1
IOU threshold: 0.45
Loading image from /tmp/tmpjvmfi4jjIMG_0169.JPG
Running model
[[0.5012515783309937, 0.28547045588493347, 0.18905991315841675, 0.21567268669605255, 0.9230549335479736, 0.0], [0.6425034403800964, 0.871682345867157, 0.655266523361206, 0.20228195190429688, 0.41477158665657043, 0.0]]
Found 2 objects
Prediction took 0:00:00.348228

Version Details

Version ID: ba101ab26e15400737795d5deb2f7d82a9babd11650d11dfabc17818fc22ff4b
Version Created: June 8, 2026

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