This repository includes a dataset and a model to detect insects near from a hive on image.
A dataset with Hornet and Bees labels on images near a hive can be found here on Roboflow.
Here is the trained model on this dataset :
compressed_demo.mp4
The model has been trained on kaggle. You can find the training and results analysis notebook on kaggle here and directly in this repository at asian-hornet-detection-swin-transformer-mmdet.ipynb.
The trained model is also available here.
Warning The model is over 1GB