Skip to content

MegaDetector v4.1, now with a "vehicle" class!
Compare
Choose a tag to compare
@yangsiyu007 yangsiyu007 released this 27 Apr 22:09
v4.1
059dc0e

This version of the MegaDetector incorporates additional training data from Borneo, Australia, other island habitats, and a bunch of locations in the WCS Camera Traps dataset, amongst others. We also added images with humans in both daytime and nighttime to make the "person" class more robust. And as promised, we debut a "vehicle" class for cars, trucks, tractors, and bicycles.

Here's MDv4.1 on a (old?) picture from the WCS set:
a camera trap image from the WCS dataset with MegaDetector v4.1 results annotated

Proportion of the three classes in our training set:
Pie chart showing the proportion of the 3 categories in our training set

To download this version's model configuration file, checkpoint files and saved model for TF Serving, visit the MegaDetector page.

Don't ask about v4.0 :) Hope everyone's staying safe during COVID.

Assets 3
Loading