Retail Coolers Image Dataset
Versions
YOLOv8s_50epochs
v12
Mar 4, 2023
YOLOv5s
v11
Feb 2, 2023
YOLOv8s
v10
Jan 10, 2023
forLABEL-ASSIST_noMosaic_v4Chkpt
v9
Dec 14, 2022
FAST-resized640_aug5x-plusMosaic-SKU110kChkpt
v5
Dec 13, 2022
FAST-resized640_aug5x-SKU110kChkpt
v4
Dec 13, 2022
FAST-resized640_aug5x-plusMosaic-COCOchkpt
v3
Dec 13, 2022
FAST-resized640_aug5x-COCOchkpt
v2
Dec 13, 2022
original_raw-images
v1
Dec 13, 2022
v10
YOLOv8s
Generated on Jan 10, 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.
812 Total Images
View All Images
Dataset Split
Train Set 92%
745Images
Valid Set 5%
42Images
Test Set 3%
25Images
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
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