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
v6
filter null 95
Generated on Feb 9, 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.
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TXT annotations and YAML config used with YOLOv5.
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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6662 Total Images
View All Images
Dataset Split
Train Set 89%
5910Images
Valid Set 6%
389Images
Test Set 5%
363Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Modify Classes: 59 remapped, 0 dropped
Filter Null: Require at least 95% of images to contain annotations.
Augmentations
Outputs per training example: 2
Mosaic: Applied