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92aa5a3558 Add datasets/android/
Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica...#63 2024-05-01 20:23:06 +02:00
Attribute source camera

To test faster directly evaluate the whole dataset instead of an increasing one.

Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica...#63 2024-04-30 11:59:30 +02:00
Attribute source camera

In theory Rafael images are more controlled, so less noise and RAISE different noise so not similar.

Normalization across cameras mey be incorrect if do not sample in general in same range.

53c3935bab Clean some debugging
7a807b91d8 #63: Add debugging
Compare 2 commits »
Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica...#63 2024-04-30 06:35:38 +02:00
Attribute source camera

Debugging always guessing Rafael by just providing a set of 2 images, one training and one testing being the same one.

Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica...#63 2024-04-30 06:00:53 +02:00
Attribute source camera 
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a8725e5e88 Move denoising testing images to work even if provide minColor and maxColor (#63)
3c403dbed3 WIP (#63)
b6425b426e #63: WIP
Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica...#63 2024-04-30 04:50:40 +02:00
Attribute source camera

319ca8fb60d64793a6e17ce5993d1a6648f2c49b

319ca8fb60 Add attribute_source_camera.py
Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica...#63 2024-04-30 04:26:16 +02:00
Attribute source camera

Will we face normalization issue as do not know what normalization to apply to a testing image as we do not know the associated device in theory?

Well can apply a single normalization for both…

Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica...#63 2024-04-30 04:14:44 +02:00
Attribute source camera

Considering same number of images for both groups and consider half for testing and up to the other half for training. Just a 2D curve seems enough to represent the accuracy, y-axis being accuracy…

Attribute camera source
Make split_and_compare_prnus_of_subgroups.py compatible with RAW images
Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica...#61 2024-04-30 04:04:52 +02:00
Improve accuracy

raw_image_visible what is the _visible for?

aa9f73e8a0 Fix random seed to improve reproducibility
Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica...#62 2024-04-30 03:38:26 +02:00
Optimize execution speed

Related to issues/25#issuecomment-1476.

22fc4ce46b Remove rescale for plt.imsave as do not seem necessary anymore
20fcb247c6 Simplify loops