Dataset Versions

v27

Rebalance

Generated on Mar 2, 2022

Download Dataset

Popular Download Formats

YOLOv11

TXT annotations and YAML config used with YOLOv11.

YOLOv9

TXT annotations and YAML config used with YOLOv9.

YOLOv8

TXT annotations and YAML config used with YOLOv8.

YOLOv5

TXT annotations and YAML config used with YOLOv5.

YOLOv7

TXT annotations and YAML config used with YOLOv7.

COCO JSON

COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.

YOLO Darknet

Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.

Pascal VOC XML

Common XML annotation format for local data munging (pioneered by ImageNet).

TFRecord

TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.

PaliGemma

PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.

CreateML JSON

CreateML JSON format is used with Apple's CreateML and Turi Create tools.

Other Formats

Choose another format.

1764 Total Images

View All Images

Dataset Split

Train Set 90%

1584Images

Valid Set 8%

148Images

Test Set 2%

32Images

Preprocessing

Auto-Orient: Applied

Resize: Fit (black edges) in 416x416

Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3

Flip: Horizontal

90° Rotate: Clockwise, Counter-Clockwise

Rotation: Between -45° and +45°

Brightness: Between -21% and +21%

Blur: Up to 0.5px

Similar Projects

Object Detection Model yolov5

Bird feeder 2 Bird recognition

1.5k images 4 models

Object Detection Model

birds Gabi

571 images 1 model

Object Detection

Bird Detection FYP1810

839 images

Object Detection

lab_yolov8 pdycha

55 images

Object Detection Model snap

birds_detection katya savchenko

104 images 1 model

Birddetection Austrian birds