The current windows version 2.6.8 of the app can be downloaded from here
Instructions for the old version of the camera review app are here
Checkout this video to learn about the updated APP and how to use it
About the app
This is the first version of the auto classification model and it is not perfect
The purpose of this app it to present an easy to use tool to categorize camera photos and create training data to identify targets in game camera photographs
We are working on a pipline to better train the model.
We are always looking for feedback ideas and ways to partner on the app
TODO
Get more training data to classify more targets and improve classification
Improve the speed of classification
Add better filtering
Detach the app from our infastructure so it is standalone
How it works
We first use microsoft's megadetctor as and object detector
We then classifiy the objects using our tensorflow model. The model we use runs on your local machine using CPU or GPU
Requirements
GPU Driver Requirements
The app can use CPU (very slow) or GPU (much faster) to auto classify images
If you use CPU you should not need to install anything and it should run in the browser
Want to speed it up?
To use GPU your machine must have the required hardware and drivers for tensorflow.js
For GPU support, the app requires the following NVIDIA® software installed on your system:
Name | Version |
>410.x | |
10.0 | |
>=7.4.1 |
Windows / Mac OS X Requires Python 2.7
Windows & OSX build support for node-gyp requires Python 2.7. Be sure to have this version before installing
Download the app
the current windows version of the app is here
Download the models
Settings -> Download -> Place them where you can find them
Create a review and set up the classification
Filter and Review Bounding boxes
Edit Bounding Boxes
Complete the review and send us your photos and annotation files to integrate into the next version of the model
