bencevans / camtrapml Goto Github PK

Hi! I tried to take this package for a spin and got stuck at the step

from camtrapml.detection.models.megadetector import MegaDetectorV4_1

I get the following message

TypeError: Descriptors cannot not be created directly.
If this call came from a _pb2.py file, your generated code is out of date and must be regenerated with protoc >= 3.19.0.
If you cannot immediately regenerate your protos, some other possible workarounds are:
 1. Downgrade the protobuf package to 3.20.x or lower.
 2. Set PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION=python (but this will use pure-Python parsing and will be much slower).
 3. More information: https://developers.google.com/protocol-buffers/docs/news/2022-05-06#python-updates

</details>

The core functionality should be available with pip install camtrapml, e.g. image processing and filtering.

Features that require a more heavy set of dependencies, such as Exif extraction, detection and classification tooling, should require installation as options e.g.

pip install camtrapml[md4]
pip install camtrapml[md5]
pip install camtrapml[exif]

Everything with something along the lines of

pip install camtrapml[md4,md5,exif]

Support alternative bounding box formats in camtrapml.detection.utils.extract_detections_from_image().

Ability to run tasks quickly from Terminal.

• #22
• Exif Extraction
• EXIF Keywords to COCO
• Remove Humans

Update to any v3 so that more likely compatible with a pre-installed version.

Fairly often tests are failing due to connection issues when downloading models. Proposal to add retry logic to the download function so that if there's a socket hang up etc. it retries up to three times.