diff --git a/readme.md b/readme.md index 05e5a6e..7ddaab4 100644 --- a/readme.md +++ b/readme.md @@ -74,10 +74,21 @@ nms = 0.45 (changed to beta_nms when used in Darknet cfg file) / 0.6 (YOLOv5 and pre-cluster-threshold = 0.001 (mAP eval) / 0.25 (FPS measurement) batch-size = 1 valid = val2017 (COCO) - 1000 random images for INT8 calibration +sample = 1920x1080 video NOTE: Used maintain-aspect-ratio=1 in config_infer file for YOLOv4 (with letter_box=1), YOLOv5 and YOLOR models. ``` -
NVIDIA GTX 1050 (4GB Mobile) +#### NVIDIA GTX 1050 4GB (Mobile) + +YOLOv5n performance comparison + +| | DeepStream | TensorRTX | Ultralytics | +|:---------------------:|:----------:|:---------:|:-----------:| +| FPS (without display) | 110.25 | 87.42 | 97.19 | +| FPS (with display) | 105.62 | 73.07 | 50.37 | + +
More +
| DeepStream | Precision | Resolution | IoU=0.5:0.95 | IoU=0.5 | IoU=0.75 | FPS
(without display) | |:------------------:|:---------:|:----------:|:------------:|:-------:|:--------:|:--------------------------:|