people_bird_drone_2 Image Dataset
v4
2023-01-16 1:44am
Generated on Jan 15, 2023
Popular Download Formats
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.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
6812 Total Images
View All Images
Dataset Split
Train Set 87%
5934Images
Valid Set 8%
564Images
Test Set 5%
314Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 15% of images
Brightness: Between -12% and +12%
Exposure: Between -11% and +11%
Blur: Up to 2.25px
Noise: Up to 2% of pixels
Mosaic: Applied
Similar Projects
small-objects
7906 images
YOLOR-SPS
3297 images
Drone
6844 images
birds-drones
3109 images
drones-birds
9944 images