Objects2022-BoundingBox-STAC Image Dataset
v8
2023-03-28 4:13pm
Generated on Mar 28, 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.
23812 Total Images
View All Images
Dataset Split
Train Set 100%
23754Images
Valid Set 0%
36Images
Test Set 0%
22Images
Preprocessing
Auto-Orient: Applied
Modify Classes: 20 remapped, 0 dropped
Filter Null: Require at least 90% of images to contain annotations.
Augmentations
Outputs per training example: 5
Grayscale: Apply to 25% of images
Hue: Between -180° and +180°
Similar Projects
household-objects
1021 images
household-items
1031 images
household-objects
727 images
household-objects
831 images
household-objects
914 images