zamba
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A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videos
Currently we support 3.8 and 3.9 but these are nearing [end of life](https://devguide.python.org/versions/). We should update docs and tests to use 3.10, 3.11, and 3.12.
Added a parameter load_from_checkpoint in model_manager.py and passed the value in efficientnet_models.py
Please review the changes.
Currently, we recommend Docker desktop or WSL for Windows. It should be possible to run natively if `yolox` at our version pin can be compiled. PR #222 had some initial...
Zenodo is an open science/open research repository. Research materials, including sofware, that are deposited on Zenodo get a record and DOI that can be used in citations. A first pass...
Current the installation instructions require substantial expertise to follow https://zamba.drivendata.org/docs/stable/install/ Since we have a Makefile in the repo, I wonder if we should advise users to use the Makefile.
As of version 1.9, when Lightning loads a checkpoint, it now applies a version migration on-the-fly, but it does not modify your checkpoint file. First, we should determine if this...
Running `load_video_frames` on different operating systems leads slightly different values. For example, vs. on linux vs. mac with the same ffmpeg version (4.4.3) and same python environment. Value differences are...
For distance estimation, if there are multiple detections in the frame, the distance estimate is repeated (but the same for both). This is because the input used for each is...