YOLOv5_5000img Image Dataset
v3
YOLOv7_withVAL
Generated on May 23, 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.
12741 Total Images
View All Images
Dataset Split
Train Set 90%
11526Images
Valid Set 6%
729Images
Test Set 4%
486Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -5° and +5°
Brightness: Between -20% and +20%
Noise: Up to 1% of pixels
Cutout: 5 boxes with 9% size each
Mosaic: Applied
Similar Projects
person1000
998 images
Person
7991 images
person
4876 images
persons
702 images
Persondetection
3000 images