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[Megadetector](https://github.com/microsoft/CameraTraps/blob/master/megadetector.md) is an object detection model for animals in camera trap images. We could use it to infer that an image is empty if …
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Right now, an image can have no objects at all for two reasons: it either never received a prediction from Megadetector, or it did get predictions, but the returned objects/labels we all invalidated. …
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Would have to draw the bbox on the image and then embed the image as base64 directly into the email.
Example Python code for how they do baked-in bounding box annotations in the MegaDetector repo:…
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We currently discard the `clss` information from megadetector since it used to just be animal/no-animal. As of version 4.1, there are person and vehicle classes:
https://github.com/microsoft/CameraTr…
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**Feature**
Looking to upgrade the detector to the latest version. v5.0 released in 2022
**Additional Detail**
Version 4.1 detects a lot of false positives on my images. But some basic testing wi…
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The Docker container on https://github.com/tnc-ca-geo/animl-ml/pull/98 successfully reproduces MDV5a detections locally. However, when it is deployed as a serverless endpoint on Sagemaker, requests ha…
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### Search before asking
- [X] I have searched the Pytorch-Wildlife [issues](https://github.com/microsoft/CameraTraps/issues) and found no similar bug report.
### Description
I would like to sugge…
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### Search before asking
- [X] I have searched the Pytorch-Wildlife [issues](https://github.com/microsoft/CameraTraps/issues) and found no similar bug report.
### Question
Which animals are…
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### Search before asking
- [X] I have searched the Pytorch-Wildlife [issues](https://github.com/microsoft/CameraTraps/issues) and found no similar bug report.
### Description
I have a direc…
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We need to come up with data models for:
- users
- permission groups
- projects
- cameras
- deployments
- models
- predictions
- labels
- ...
Here's a good mongoDB resource on examples of …