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I had a quick question about the [`data_management`](https://github.com/microsoft/CameraTraps/tree/main/data_management) folder. A few of the scripts at the root in that folder mention that they are "…
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Hello,
Thank you so much for this great program!
I have thousands of images from trap cameras, and while megadetector works wonderfully on some landscapes, it fails in other (it detects trees and…
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High priority b/c right now we're not getting any objects back from megadetector, so it looks like none of them need to be reviewed.
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I ran MegaDetector on a folder containing roughly 30,000 photos, and got back a JSON file containing the results of the detections.
I'm wondering if there's a way I can convert the JSON file to a …
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as i know,when we train the model,we should tell the model what animals in the picture
but both in file iwildcam2021_train_annotations.json and iwildcam2021train_originalimage_megadetector_v4.1_resul…
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I'm getting two cryptic errors when trying to serve a tfserving model for megadetector.
I went ahead and copied the model checkpoint and tfserving .pb model file to the TFServing directory format l…
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https://asciinema.org/a/3ix56vOvZ8toBr1HFfCztpUpz
```
git clone git@github.com:bencevans/megadetector-desktop.git mdd
cd mdd
conda create -n fresh python==3.9
conda activate fresh
conda instal…
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Hi,
I've been using Megadetector_Colab_test available on Colab to classify camera trap images into the broad groups (animal, person, empty). It's has worked flawlessly every time until today when …
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The "README.md" file says use multiple training stages, the script classification/multi_stage_train.py can be used to automate that:
python multi_stage_train.py --annotations_json=PATH_TO_BE_CONFIGUR…
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`validate_species` fails if order is different. Reproduced by training a model on a subset of labels (`aardvark` and `blank`).
### Passed config
```yaml
train_config:
auto_lr_find: false
…