Dataset Versions
Versions
YOLOv8s_50epochs
v12
· 2 years ago
YOLOv5s
v11
· 2 years ago
YOLOv8s
v10
· 2 years ago
forLABEL-ASSIST_noMosaic_v4Chkpt
v9
· 2 years ago
FAST-resized640_aug5x-plusMosaic-SKU110kChkpt
v5
· 2 years ago
FAST-resized640_aug5x-SKU110kChkpt
v4
· 2 years ago
FAST-resized640_aug5x-plusMosaic-COCOchkpt
v3
· 2 years ago
FAST-resized640_aug5x-COCOchkpt
v2
· 2 years ago
original_raw-images
v1
· 2 years ago
v5
FAST-resized640_aug5x-plusMosaic-SKU110kChkpt
Generated on Dec 13, 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.
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429 Total Images
View All Images
Dataset Split
Train Set 92%
395Images
Valid Set 5%
22Images
Test Set 3%
12Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Flip: Horizontal
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -8° and +8°
Shear: ±2° Horizontal, ±2° Vertical
Grayscale: Apply to 10% of images
Hue: Between -20° and +20°
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 0.75px
Cutout: 5 boxes with 3% size each
Mosaic: Applied