person-detection-efficientdet-lite
People detection model designed for higher video FPS with slightly lower accuracy using a lighter weight EfficientDet architecture
b71b4b4e28214100906f2ad6933e1726
b71b4b4e28214100906f2ad6933e1726
530ad56dda0143dab13154de9fc0c1fe
Notes
General Information
Purpose: This model detects people
Architecture: It uses EfficientDet architecture
Intended Use: Aerial drone data and traffic cam data.
Limitation :Some buildings and people are being confused as vehicle at altitude.
Other Model Versions and Major Differences
This model is EfficientDet d0 model with 512 resolution. We also offer model “person-vehicle” using similar EfficientDet architecture but with 768 resolution, heavier fpn layers, 2x slower than person-vehicle-lite (EfficientDet d0)
- ID
- Model Type IDVisual Detector
- DescriptionPeople detection model designed for higher video FPS with slightly lower accuracy using a lighter weight EfficientDet architecture
- Last UpdatedOct 29, 2024
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