cassava-yolo8 Image Dataset
Versions
2023-11-04 2:13pm
v17
Nov 4, 2023
2023-11-03 1:46pm
v16
Nov 3, 2023
2023-11-03 1:46pm
v15
Nov 3, 2023
yolov8x - 200epoch - RE
v14
Nov 3, 2023
yolov8x - 200epoch
v13
Oct 31, 2023
yolov8l - 200epoch
v12
Oct 31, 2023
yolov8m - 200epoch
v11
Oct 31, 2023
yolov8n - 200epoch
v10
Oct 31, 2023
yolov8s - 200epoch
v9
Oct 31, 2023
yolov8x - 100epoch
v8
Oct 31, 2023
yolov8l - 100epoch
v7
Oct 31, 2023
yolov8m - 100epcoh
v6
Oct 31, 2023
yolov8s - 100epcoh
v5
Oct 31, 2023
yolov8n - 100epcoh
v4
Oct 31, 2023
v17
2023-11-04 2:13pm
Generated on Nov 4, 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.
910 Total Images
View All Images
Dataset Split
Train Set 87%
795Images
Valid Set 8%
77Images
Test Set 4%
38Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Blur: Up to 1.5px
Noise: Up to 5% of pixels
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