Weeds among cotton Dataset
Versions
2023-08-18 10:25am
v12
· a year ago
Augumented Dataset
v11
· a year ago
YoloV7
v10
· a year ago
2023-07-28 2:52pm
v9
· a year ago
2023-07-28 10:42am
v8
· a year ago
2023-07-28 10:10am
v7
· a year ago
2022-09-05 4:38pm
v6
· 2 years ago
2022-04-05 2:34pm
v5
· 2 years ago
2022-01-08 3:38pm New
v4
· 3 years ago
2022-01-03 10:40am Weeds
v3
· 3 years ago
v12
2023-08-18 10:25am
Generated on Aug 18, 2023
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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.
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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4181 Total Images
View All ImagesDataset Split
Train Set 88%
3666Images
Valid Set 8%
344Images
Test Set 4%
171Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Hue: Between -25° and +25°
Blur: Up to 0.5px
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Noise: Up to 3% of pixels