Plant-Recognition 2 Image Dataset
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2023-08-31 4:27am
v20
· 10 months ago
2023-08-15 12:34pm
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2023-08-10 9:45am
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2023-08-09 11:29am
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2023-08-09 10:35am
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2023-08-09 10:30am
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2023-08-09 8:02am
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2023-08-08 12:08pm
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2023-08-08 12:04pm
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2023-08-08 3:33am
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2023-08-03 11:38am
v9
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2023-08-03 11:27am
v8
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2023-08-03 11:23am
v7
· a year ago
2023-08-01 4:51pm
v2
· a year ago
2023-07-26 2:06pm
v1
· a year ago
v2
2023-08-01 4:51pm
Generated on Aug 1, 2023
Popular Download Formats
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.
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865 Total Images
View All Images
Dataset Split
Train Set 94%
810Images
Valid Set 5%
45Images
Test Set 1%
10Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Noise: Up to 5% of pixels
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