Testing the 300W-LP model using AFLW2000-3D data set
bobetocalo opened this issue · 2 comments
bobetocalo commented
-m test -p alignment -a /home/database/alignment/faces/landmarks/aflw2000/aflw2000_ann_original.txt --alignment opal23_headpose --database 300wlp --gpu 0 --rotation-mode euler --target-dist 1.6
MAE: 3.267257041061924
> [yaw, pitch roll]: [2.77214107 4.25700197 2.77262808]
GE: 5.288789100801323
Confusion matrix:
[[ 7 0 0 0 0 0 0 0 0 0 0 0 0]
[ 8 73 11 0 0 0 0 0 0 0 0 0 0]
[ 0 11 78 8 0 0 0 0 0 0 0 0 0]
[ 0 0 13 72 10 0 0 0 0 0 0 0 0]
[ 0 0 0 6 119 11 0 0 0 0 0 0 0]
[ 0 0 0 1 29 268 29 1 0 0 0 0 0]
[ 0 0 0 0 2 31 501 20 0 0 0 0 0]
[ 0 0 0 0 0 0 19 206 23 0 0 0 0]
[ 0 0 0 0 0 0 1 8 114 22 0 0 0]
[ 0 0 0 0 0 0 0 0 4 61 13 1 0]
[ 0 0 0 0 0 0 0 0 0 4 78 19 1]
[ 0 0 0 0 0 0 0 0 0 0 7 59 11]
[ 0 0 0 0 0 0 0 0 0 0 0 2 7]]
Accuracy (accurate class): 83.443%
Accuracy (adjacent class): 99.644%
Aligning the coordinates system of 300W-LP and AFLW2000-3D
MAE: 3.2583890566759286
[yaw, pitch roll]: [2.76167293 4.24114342 2.77235081]
GE: 5.277059978774396
Confusion matrix:
[[ 7 0 0 0 0 0 0 0 0 0 0 0 0]
[ 10 70 12 0 0 0 0 0 0 0 0 0 0]
[ 0 11 78 8 0 0 0 0 0 0 0 0 0]
[ 0 0 13 72 10 0 0 0 0 0 0 0 0]
[ 0 0 0 5 120 11 0 0 0 0 0 0 0]
[ 0 0 0 1 31 269 26 1 0 0 0 0 0]
[ 0 0 0 0 2 33 501 18 0 0 0 0 0]
[ 0 0 0 0 0 0 21 205 22 0 0 0 0]
[ 0 0 0 0 0 0 1 8 114 22 0 0 0]
[ 0 0 0 0 0 0 0 0 4 61 13 1 0]
[ 0 0 0 0 0 0 0 0 0 4 79 18 1]
[ 0 0 0 0 0 0 0 0 0 0 7 59 11]
[ 0 0 0 0 0 0 0 0 0 0 0 2 7]]
Accuracy (accurate class): 83.393%
Accuracy (adjacent class): 99.644%
-m test -p alignment -a /home/database/alignment/faces/landmarks/aflw2000/aflw2000_ann_original.txt --alignment opal23_headpose --database 300wlp --gpu 0 --rotation-mode 6d --target-dist 1.6
MAE: 3.50542770504606
> [yaw, pitch roll]: [2.8585643 4.61332377 3.04439505]
GE: 5.368295973715439
Confusion matrix:
[[ 7 0 0 0 0 0 0 0 0 0 0 0 0]
[ 10 73 9 0 0 0 0 0 0 0 0 0 0]
[ 0 10 80 7 0 0 0 0 0 0 0 0 0]
[ 0 0 12 71 12 0 0 0 0 0 0 0 0]
[ 0 0 0 8 115 12 1 0 0 0 0 0 0]
[ 0 0 0 2 26 273 27 0 0 0 0 0 0]
[ 0 0 0 0 2 31 494 26 0 1 0 0 0]
[ 0 0 0 0 0 0 23 201 24 0 0 0 0]
[ 0 0 0 0 0 0 0 9 115 21 0 0 0]
[ 0 0 0 0 0 0 0 0 3 63 12 1 0]
[ 0 0 0 0 0 0 0 0 0 4 75 22 1]
[ 0 0 0 0 0 0 0 0 0 0 7 52 18]
[ 0 0 0 0 0 0 0 0 0 0 0 2 7]]
Accuracy (accurate class): 82.580%
Accuracy (adjacent class): 99.594%
Aligning the coordinates system of 300W-LP and AFLW2000-3D
MAE: 3.4857596196291447
[yaw, pitch roll]: [2.84092048 4.57667258 3.0396858 ]
GE: 5.34302057702222
Confusion matrix:
[[ 7 0 0 0 0 0 0 0 0 0 0 0 0]
[ 10 73 9 0 0 0 0 0 0 0 0 0 0]
[ 0 11 79 7 0 0 0 0 0 0 0 0 0]
[ 0 0 12 71 12 0 0 0 0 0 0 0 0]
[ 0 0 0 9 114 12 1 0 0 0 0 0 0]
[ 0 0 0 2 28 273 25 0 0 0 0 0 0]
[ 0 0 0 0 2 34 495 22 0 1 0 0 0]
[ 0 0 0 0 0 0 26 200 22 0 0 0 0]
[ 0 0 0 0 0 0 0 11 114 20 0 0 0]
[ 0 0 0 0 0 0 0 0 3 64 11 1 0]
[ 0 0 0 0 0 0 0 0 0 5 74 22 1]
[ 0 0 0 0 0 0 0 0 0 0 7 53 17]
[ 0 0 0 0 0 0 0 0 0 0 0 2 7]]
Accuracy (accurate class): 82.478%
Accuracy (adjacent class): 99.594%