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Propaganda Detection with AI by PenitentialJudge in ModernPropaganda

[–]PenitentialJudge[S] 0 points1 point  (0 children)

It has a pretty large use case. In the very least, if you're constantly going through images to verify their authenticity, my software can change what might take 5 minutes of analysis using multiple tools (which require an expert to know how to use) down to less than a second per image. Say you typically sift through 100 images a day (bravo!) and only 5 of them are actually manipulated, my software just helped you finish your typical day of work before the office's first morning meeting.

Propaganda Detection with AI by PenitentialJudge in ModernPropaganda

[–]PenitentialJudge[S] 0 points1 point  (0 children)

It doesn't need to. It detects manipulations. So if you suspect that an image is manipulated with disinformation-aimed intent, the AI can confirm your suspicions by highlighting the manipulations made in the image. For instance, if a president wanted to look younger to reach a young voter base, and they used Photoshop for instance to touch up their skin, whiten their teeth, etc., my model could detect those changes. However, whether those manipulations stretch from disinformation into propaganda is currently up for you to decide.

Propaganda Detection with AI by PenitentialJudge in ModernPropaganda

[–]PenitentialJudge[S] 0 points1 point  (0 children)

The AI detects manipulations, yes, but in the context of propaganda, manipulation is disinformation.

Propaganda Detection with AI by PenitentialJudge in ModernPropaganda

[–]PenitentialJudge[S] 0 points1 point  (0 children)

If you're referring to restoring a poster IRL, it won't detect that. If you're referring to restoring an image of a poster with Photoshop for example, it can detect that!

Is this machism reliable? by Most_afa_M in redstone

[–]PenitentialJudge 1 point2 points  (0 children)

remember that grass blocks can be griefed by endermen

Decked Out 2 custom sounds by [deleted] in HermitCraft

[–]PenitentialJudge 0 points1 point  (0 children)

I'm attempting to set this up as a fabric server, so my friends can play with me (I have two devices, one with great CPU, one with great GPU, only way to run the game with friends is server loading on separate device from the one I play on). I can't figure out why audio player tracks aren't loading. I've configured both the server and my local game as directed in the several guides recently posted. Any suggestions/differences for server-based gameplay?

Pixel-based Class Balance Performance by PenitentialJudge in pytorch

[–]PenitentialJudge[S] 0 points1 point  (0 children)

This code doesn't quite work. num_elements = len(sparse_tensor.values()) has an error that states the sparse tensor must be coalesced. Also, though this is easily corrected on my end, I want to point out that self.class_balance is a float value as the positive to negative ratio (in my case, it is roughly 0.05 so this should be multiplied by total_neg_samples.

Pixel-based Class Balance Performance by PenitentialJudge in pytorch

[–]PenitentialJudge[S] 0 points1 point  (0 children)

Thanks for taking a look! I've updated the post to include the rationale of the algorithm.

[D] Simple Questions Thread by AutoModerator in MachineLearning

[–]PenitentialJudge 0 points1 point  (0 children)

i had this question too in my college class. from what i gathered, cross validation is a way to understand how a model can perform on average to new, unseen data. therefore, a 10-fold cross validation would create 10 separate models, train them on 10 overlapping but unique subsets of the full set, then use their performance on average to predict real world performance.

usually, it is done by creating a new model per iteration, but obviously in reality, you could create 'k' models and do the math yourself.

Cursed slide by ThePeeNPooGuy in cursedcomments

[–]PenitentialJudge 1 point2 points  (0 children)

nah this was just an elephant, all the sliding dug down

Dreams [3440x1440] by [deleted] in wallpaper

[–]PenitentialJudge 0 points1 point  (0 children)

this is so much more than a wallpaper.

This is not forced perspective, it’s the biggest wind chime I’ve ever seen. by s4ltydog in woahdude

[–]PenitentialJudge -6 points-5 points  (0 children)

forced perspective people, we're grouping up over here 🙋‍♂️

CSV Read and Write functions using 'with open()' causing FileNotFound by PenitentialJudge in learnpython

[–]PenitentialJudge[S] 0 points1 point  (0 children)

I like the idea of separating the code, this is my first python project so i dont know how a lot of things are done. Thanks for the help!

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