Wanli commited on
Commit
874f143
·
1 Parent(s): 70465c1

Add script to evaluate face detection by WIDERFace (#70)

Browse files

* Add script to evaluate face detection by WIDERFace

* add the result of YuNet

Files changed (1) hide show
  1. README.md +9 -0
README.md CHANGED
@@ -7,6 +7,15 @@ Notes:
7
  - For details on training this model, please visit https://github.com/ShiqiYu/libfacedetection.train.
8
  - This ONNX model has fixed input shape, but OpenCV DNN infers on the exact shape of input image. See https://github.com/opencv/opencv_zoo/issues/44 for more information.
9
 
 
 
 
 
 
 
 
 
 
10
  ## Demo
11
 
12
  Run the following command to try the demo:
 
7
  - For details on training this model, please visit https://github.com/ShiqiYu/libfacedetection.train.
8
  - This ONNX model has fixed input shape, but OpenCV DNN infers on the exact shape of input image. See https://github.com/opencv/opencv_zoo/issues/44 for more information.
9
 
10
+ Results of accuracy evaluation with [tools/eval](../../tools/eval).
11
+
12
+ | Models | Easy AP | Medium AP | Hard AP |
13
+ |-------------|---------|-----------|---------|
14
+ | YuNet | 0.8498 | 0.8384 | 0.7357 |
15
+ | YuNet quant | 0.7751 | 0.8145 | 0.7312 |
16
+
17
+ \*: 'quant' stands for 'quantized'.
18
+
19
  ## Demo
20
 
21
  Run the following command to try the demo: