Eggplant and Weeds Detection Image Dataset
Versions
Augmented 3x -4 AGS - Reduced 1k - 320x320
v12
· 3 months ago
Augmented 3x - Reduced 1k - 320x320
v11
· 3 months ago
Raw - Reduced 1k - 320x320
v10
· 3 months ago
Raw - Reduced 1k - 224x224
v9
· 3 months ago
Augmented - Reduced 1k - 640x640
v8
· 3 months ago
Raw - Reduced 1k - 640x640
v7
· 3 months ago
Augmented - 1k - 640x640
v6
· 3 months ago
Raw - 1k - 640x640
v5
· 3 months ago
Raw - 320 x 320
v4
· 3 months ago
Raw - 224 x 224
v3
· 4 months ago
2nd Version - Augmented - 640x640
v2
· 4 months ago
1st Version - Normal - 640x640
v1
· 4 months ago
v11
Augmented 3x - Reduced 1k - 320x320
Generated on Apr 8, 2024
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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2518 Total Images
View All Images
Dataset Split
Train Set 90%
2265Images
Valid Set 8%
201Images
Test Set 2%
52Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 320x320
Augmentations
Outputs per training example: 3
Brightness: Between -25% and +0%
Noise: Up to 1.5% of pixels
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