I have to count all the chickens every day to check if they are all in the hencoop. As it's hard to count them in the nest, I decided to count them using CV. I will be placing the camera above the door, thus most of the photos are taken from an overhead angle.

You can find the annotation file, named _annotations.coco.json, in the train folder.

Dataset: https://universe.roboflow.com/hayri-yigit/chicken-counter

Checkpoint (1152x648): https://drive.google.com/file/d/1OT6DFILdoE2n06gSkMWnD6b3r16Q80Ey

Try on Kaggle: https://www.kaggle.com/code/hayriyigit/chicken-detection-segmentation-maskrcnn-pytorch