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Real time inference results for a DeepWeeds trained ResNet-50 model on an NVIDIA Jetson TX2 using the TensorFlow and TensorRT software platforms.
| Platform | Inference time (ms) | Preprocessing time (ms) | Total inference time (ms) | Frame rate (FPS) |
|---|---|---|---|---|
| TensorFlow | 128 ± 47 | 51.9 ± 4.6 | 180 ± 52 | 5.55 |
| TensorRT | 26.7 ± 6.3 | 26.7 ± 1.8 | 53.4 ± 8.1 | 18.7 |
