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Pelee-TensorRT

Accelerate Pelee with TensorRT Pelee: A Real-Time Object Detection System on Mobile Devices (NeurIPS 2018)

TensorRT-Pelee can run over 70FPS(11ms) on Jetson TX2(FP32)


Performance: <br> Jetson TX2: 72 FPS, 13.2~11 ms (FP32) <br> Titan V: 200FPS, 5 ms (FP32)<br>

Requierments:

1.TensorRT4 (Jetpack 3.3 on TX2) <br> 2.CUDA 9.0 <br> 3.cudnn7 <br>


Run:

cmake .
make
./build/bin/pelee

Reference:

https://github.com/Ghustwb/MobileNet-SSD-TensorRT


TODO:

The bug has been fixed

image