bencevans / megadetector

Detect Animals, Vehicles and Humans in Camera Trap Imagery

  • Public
  • 557 runs
  • GitHub
  • Paper

Run time and cost

This model costs approximately $0.00076 to run on Replicate, or 1315 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.

This model runs on Nvidia T4 GPU hardware. Predictions typically complete within 4 seconds. The predict time for this model varies significantly based on the inputs.

Readme

Run MegaDetector v5 at [https://camtrap.net/demo/detect]

Cog Packaged MegaDetector

If you use the MegaDetector in a publication, please cite:

@article{beery2019efficient,
  title={Efficient Pipeline for Camera Trap Image Review},
  author={Beery, Sara and Morris, Dan and Yang, Siyu},
  journal={arXiv preprint arXiv:1907.06772},
  year={2019}
}