Dataset Versions
Versions
640-mosaic-nounlabeled-electronic-moreglass-metal
v10
· 3 years ago
640-mosaic-nounlabeled
v9
· 3 years ago
clean
v8
· 3 years ago
2022-02-10 2:57pm
v7
· 3 years ago
filter null 95
v6
· 3 years ago
2022-02-08 1:56am
v5
· 3 years ago
BEST 11 CLASSES
v4
· 3 years ago
2022-02-02 12:18pm
v3
· 3 years ago
1000x1000
v2
· 3 years ago
2022-01-17 10:32pm
v1
· 3 years ago
v2
1000x1000
Generated on Jan 26, 2022
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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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.
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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.
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3793 Total Images
View All Images
Dataset Split
Train Set 92%
3493Images
Valid Set 4%
150Images
Test Set 4%
150Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1000x1000
Modify Classes: 59 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°