Dataset Versions
Versions
2024-07-09 6:30pm
v18
· 4 months ago
2024-07-06 6:06pm
v17
· 5 months ago
2024-07-06 3:47pm
v16
· 5 months ago
2024-07-06 9:31am
v15
· 5 months ago
2024-07-04 4:24pm
v14
· 5 months ago
2024-07-04 6:04am
v13
· 5 months ago
filtered_data_2024-07-04 5-52am
v11
· 5 months ago
reviewed_data_2024-07-02 8-50pm
v10
· 5 months ago
added_more_data_2024-07-01 4-31pm
v9
· 5 months ago
2024-06-30 8:38am
v8
· 5 months ago
cut_and_background_2024-06-28 11-36am
v7
· 5 months ago
backgound40_img_2024-06-21 6-43pm
v5
· 5 months ago
first1000_img_2024-06-21 3-56pm
v4
· 5 months ago
first500_img_augm_2024-06-21 5-23am
v3
· 5 months ago
first400_img_2024-06-20 8-00am
v2
· 5 months ago
first100_img_2024-06-19 5-41pm
v1
· 5 months ago
v11
filtered_data_2024-07-04 5-52am
Generated on Jul 4, 2024
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.
3238 Total Images
View All Images
Dataset Split
Train Set 87%
2826Images
Valid Set 9%
277Images
Test Set 4%
135Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require at least 25% of images to contain annotations.
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±10° Horizontal, ±10° Vertical
Exposure: Between -10% and +10%