bencevans/megadetector-v5a 🔢🖼️ → ❓

▶️ 1.3K runs 📅 Apr 2023 ⚙️ Cog 0.6.1

camera-trap image-object-detection

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

iou Type: numberDefault: 0.45: IOU threshold
conf Type: numberDefault: 0.1: Confidence threshold
image (required) Type: string: Input image

Output Schema

Output

Type: array

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: cd30d71e39a456a2b43580b03c199bb305200e7c62b0054d8c9014c4e11e7259
Version Created: April 6, 2023

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