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PP-YOLOE on DeepStream

Open marcoslucianops opened this issue 2 years ago • 0 comments

Repository to use PP-YOLOE model on NVIDIA DeepStream SDK

Link: https://github.com/marcoslucianops/DeepStream-Yolo

Config

board = NVIDIA Tesla V100 (AWS: p3.2xlarge)
network-mode = FP16
batch-size = 1
sample = 1920x1080 video

NMS config

iou-threshold=0.3
score-threshold=0.25
topk=300

PP-YOLOE-s (ppyoloe_crn_s_400e_coco) performance comparison

DeepStream Paddle TensorRT
FPS 393.71 333.3

marcoslucianops avatar Jul 25 '22 16:07 marcoslucianops