Add High-res FasterRCNN MobileNetV3 and tune Low-res for speed #3265
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Low Resolution: Faster R-CNN MobileNetV3-Large 320 FPN
Heavily optimized for speed. Good for actual mobile usage.
Weight checkpoint:
Validate:
Accuracy metrics:
Speed Benchmark:
0.1679 sec per image on CPU
High Resolution: Faster R-CNN MobileNetV3-Large FPN
Offers good balance between speed and accuracy, significantly faster than the model with the resnet backbone without sacrificing too much accuracy.
Weight checkpoint:
Validate:
Accuracy metrics:
Speed Benchmark:
0.8409 sec per image on CPU