Dataset Versions
Versions
trash no aug
v19
· 2 years ago
trash no aug
v18
· 2 years ago
All Classes
v17
· 2 years ago
2022-08-26 11:49pm
v16
· 2 years ago
more cardboard boxes
v15
· 2 years ago
70 pct not null
v14
· 2 years ago
95 pct not null
v13
· 2 years ago
flip_crop_brightness
v12
· 2 years ago
flip and crop w cardboard
v11
· 2 years ago
no cardboard box
v9
· 2 years ago
no aug
v8
· 2 years ago
no blur or noise
v7
· 2 years ago
ready for yolov5
v6
· 2 years ago
2022-08-26 3:48pm
v5
· 2 years ago
suitable classes - cardboard
v4
· 2 years ago
coco dataset
v1
· 2 years ago
v13
95 pct not null
Generated on Aug 26, 2022
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.
257 Total Images
View All Images
Dataset Split
Train Set 88%
225Images
Valid Set 8%
20Images
Test Set 5%
12Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 0 remapped, 22 dropped
Filter Null: Require at least 96% of images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -30% and +30%