Rank Top Solution for 2018 DAC-SDC

This repo mainly contain the source code of the proposed solution of team ICT-CAS(GPU-platform) for 2018 DAC System Design Contest. The contest information can refer to 2018 DAC-SDC. We mainly tailored the YOLOv2 to satisfy the contest speed constraint and explore the design space for performance-speed tradeoff.

The performance of our model is as follow:

Tested Accuracy(mean IOU)	Speed(FPS)
0.6975	24.55

Prerequisites

• Jetson TX2
• Jetpack3.1

Code Organzation

• img directory include a mini batch of test images for evaluation.

• src directory include the source code and model weight.

Demo script

$./compile.sh
$python demo.py