bencevans / camtrap-detector Goto Github PK

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.

• HH Team

Some form of website that automatically picks the correct build given the user's machine.

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?

Add an option to obscure (heavy blur or black box) bboxes of humans in image exports

Export with Paths relative to IMAGE_DIR.

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

• Integration Tests
  https://tauri.app/v1/guides/testing/webdriver/example/webdriverio
• Run on Actions
  https://tauri.app/v1/guides/testing/webdriver/ci

Add Installation Instructions to README

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)

• HH Team

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.

EXIF data is missing from image exports.

0. Windows shows a warning "Open Executable file?" when installing the msi file downloaded from the Internet. The message including the phrase "could harm your computer". After clicking install another warning appears - "Windows protected your PC". These message do not appear if the installer is not downloaded. They arise from the file being blocked through being downloaded and clicking Unblock in General tab of file properties fixes the problem. I use a self-extracting .exe file that does not show this warning - see https://www.pdq.com/blog/msi-vs-exe-the-battle-of-the-installers/
1. If include subfolders is not checked the program does not run.
2. Would it be possible to add a Stop button to the main screen, which would halt processing and allow post-processing of analysis done up to that point?
3. Would it be possible to run CamTrap Detector on Windows from the command line with parameters for the input folder and for the output JSON file (overwriting it if present and raising an error if the destination folder is not present or is read-only), showing the estimated time and the progress screen but not showing the final screen? This would allow me to integrate CamTrap Detector with Caption Pro.

Notarize macOS applications to reduce the installation friction with macOS complaining it can't be verified.

Related issues:

• macOS complaining the application is broken on startup.
  Resolved by running in Terminal: xattr -d com.apple.quarantine /Applications/CamTrap\ Detector.app

Related documentation for implementing:

• https://tauri.app/v1/guides/distribution/sign-macos

Ability to change classification thresholds
HH Team

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

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).

- @agentmorris

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

Package the model file using Tauri's additional files mechanism rather than include_bytes! ... https://tauri.app/v1/guides/building/resources

E.g all images that contain both an animal AND a human.

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