weed_detect Dataset
Versions
2023-09-06 4:30pm
v9
· a year ago
2023-09-06 11:12am
v8
· a year ago
2023-08-14 9:43am
v7
· a year ago
2023-08-10 3:30pm
v6
· a year ago
2023-08-08 3:37pm
v5
· a year ago
2023-08-08 11:43am
v4
· a year ago
2023-08-07 4:48pm
v3
· a year ago
2023-08-07 11:12am
v2
· a year ago
2023-08-04 3:50pm
v1
· a year ago
v9
2023-09-06 4:30pm
Generated on Sep 6, 2023
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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.
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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7215 Total Images
View All Images
Dataset Split
Train Set 87%
6306Images
Valid Set 8%
612Images
Test Set 4%
297Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 5 remapped, 6 dropped
Augmentations
Outputs per training example: 3
Flip: Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -35° and +35°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 4% of pixels