Using SAN project in a comparative review

[d-x-y]

Using SAN project in a comparative review

[Eman-salem]

Hello , I am new in this field so my question could be naive. I need to use SAN project in a comparative review, Can i use the script of testing one image to evaluate on AFLW and 300w or other dataset as my device having CPU only .

[D-X-Y]

Yes, you can follow two steps:
1, download trained model files following https://github.com/D-X-Y/landmark-detection/tree/master/SAN#evaluation-on-the-single-image
2, run this command:

python san_eval.py --image ./cache_data/cache/test_1.jpg --model ./snapshots/SAN_300W_GTB_itn_cpm_3_50_sigma4_128x128x8/checkpoint_49.pth.tar --face 819.27 432.15 971.70 575.87 --save_path temp_1.png --cpu

change ./cache_data/cache/test_1.jpg to the target image and 819.27 432.15 971.70 575.87 to the face bounding box in your target image.