Heat maps not getting saved in their corresponding locations

[graylevel255]

After training the model, the scoremaps folders are empty! Can you suggest me what might I be missing ?

[coallaoh]

Thank you for your interest in this work!

If you run the main.py code, the heatmaps are not saved. They are directly evaluated on the fly (in memory). This happens at

wsolevaluation/inference.py

Line 71 in 0c476cd

def compute_and_evaluate_cams(self):

.

If you wish to save the heatmaps, save the cam_normalized array in

wsolevaluation/inference.py

Line 82 in 0c476cd

self.evaluator.accumulate(cam_normalized, image_id)

[graylevel255]

Thank you for your help.
However when I run the evaluation code as
python evaluation.py --scoremap_root=train_log/CUB_vgg16_CAM/scoremaps/val/ --metadata_root=metadata/CUB/val/ --mask_root=dataset/ --dataset_name=CUB --split=val --cam_curve_interval=0.01 , I get the following error :
FileNotFoundError: [Errno 2] No such file or directory: 'train_log/CUB_vgg16_CAM/scoremaps/val/001.Black_footed_Albatross/30107316117.jpg.npy'
So does that mean scoremaps need to be saved before running this script ?

[coallaoh]

Yes. The standalone evaluation code assumes saved scoremaps. The train+eval code does not save the scoremaps by default and evaluates them in memory.