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View Code? Open in Web Editor NEWDetect Animals, Humans and Vehicles in Camera Trap Imagery. Powered by MegaDetector v5.
Home Page: https://camtrap.net/detector
License: Apache License 2.0
Detect Animals, Humans and Vehicles in Camera Trap Imagery. Powered by MegaDetector v5.
Home Page: https://camtrap.net/detector
License: Apache License 2.0
Ability to change classification thresholds
HH Team
If the hogwatch team is going to use it in practice for large surveys, perhaps it needs to support processing large sets of locations?
One option is processing each subdir separately and outputting a file for each (you could then have an option to skip these if the output file exists already), but I'm not sure what 'level' this should be at.
Add Installation Instructions to README
Add an option to obscure (heavy blur or black box) bboxes of humans in image exports
Some form of website that automatically picks the correct build given the user's machine.
Package the model file using Tauri's additional files mechanism rather than include_bytes! ... https://tauri.app/v1/guides/building/resources
I have written code to analyse JSON files produced by CamTrap Detector ( Windows 64 bit, CPU only, v 0.4.0) , EcoAssist and the Megadetector API at https://github.com/agentmorris/MegaDetector/tree/main/api/synchronous. I noticed that CamTrap Detector is much faster in operation than the other two but the histogram of detection confidences is vastly different from either when processing the same set of 1581 images, all 2048 x 1440 pixels. Is there an explanation for this?
Export with Paths relative to IMAGE_DIR.
Hello, why is it that on macOS, after compiling your code, I used the otool - L CamTrap Detector
and displayed the dependency /usr/local/opt/opencv/lib/libopencv_core. 407. dylib,...
? I know this is a dependency on my local opencv environment, but it will cause me to share it with other macOS users who have not installed opencv and will not be able to use it, but I downloaded your published CamTrap. Detector_0.4.0_x64. dmg
I used otool - L CamTrap Detecto
in the package, but it did not display the dependency 'libopencv_xxx. dylib'. Why is there a difference
EXIF data is missing from image exports.
An 'auto'/quite-mode option (in other words, specify the output csv/json, then press go and it'll output those files and close the app)
Although this was the case with a previous GUI and people were unsure if it had crashed or completed. Maybe keep some UI showing completion.
Should run in parellal ... rayon
Also it might be nice of the boxes around the objects in the images were brighter so they are easier to see in the daylight.
-- Chris
Ability to restart the app (once you've processed one directory, it's not clear how to process another without restarting the app)
HH Team
E.g all images that contain both an animal AND a human.
I would recommend using the MDv5 training size of 1280x1280; it can make a significant difference in a number of cases. (There are very very very esoteric cases where 640x640 actually works better than the native input size, but those are rare).
Notarize macOS applications to reduce the installation friction with macOS complaining it can't be verified.
Related issues:
xattr -d com.apple.quarantine /Applications/CamTrap\ Detector.app
Related documentation for implementing:
Is there any way to change the color or square(to capture where the animal is within picture)? I am only seeing white but would be better if I can use another color. Thanks!
- @minorimatsuoka1258
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