I’m currently getting a lot of false triggers, I can quickly manually verify all images containing animals, however I would like to train a model and that requires all of the images to be verified. How do i instantly verify all the other images containing false triggers, without going through each one individually
Hi @mnrzaf,
Verifying images without actually looking at them would defeat the purpose of ‘human verification’. There is no option to do that in AddaxAI, you can only verify the data by looking at them and deciding whether the predictions are correct.
I’m not sure why you would want to do that, but everything is possible… If you really want to do that, you would need to loop over the annotation files in the temp folder, and set the verified flag to "yes". This should be done in your preferred programming language, like R or Python.
But having said that, no training architecture would really require you to have a "yes" verified flag in the annotation files. You can just accept the JSON as is and start training on that.
Good luck!
Cheers,
Peter
thanks Peter, the only reason I want to process many images is because I have thousands of images where flowers were flagged as animals -_-
another question is how do I get the post-processing to output the DateTime, DateTimeOriginal and DateTimeDigitized
Hi @mnrzaf,
I’m afraid there is no way via AddaxAI to automatically verify all images without actually viewing them. I’m not sure how many images we’re talking about, but the spacebar key verifies the image and automatically continues to the next image. If you have all the images in your human verification window list, you can, in the real pysical world that is ;), put something heavy on your spacebar to keep it pressed down. Then just go for a walk or get a coffee. That would relatively quickly verify all the images.
Otherwise you’ll have to get creative with code (see first comment)…
It should automatically extract that information. Can you check to export to CSV and see if the columns are filled? If not, the camera trap probably doesn’t fill these exif metadata fields.
an option to select multiple images in the human verification UI, would help with processing many specific images in a single go
Hi @mnrzaf ,
Yes, I agree. That is on the to do list for the next major release!
There you’ll be able to verify batches of images all at once.
Please stay tuned for AddaxAI v7.
Cheers,
Peter