potato classification Image Dataset
Versions
PDD_V15_EXPOSURE_25-06-2024
v15
· 3 days ago
PDD_V14_BRGHT_SAT_ROTCNTR_EXP_24-06-2024
v14
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v13
· 5 days ago
PDD_BRGHT_SAT_ROTCNTR_EXPOSURE_22-06-2024
v12
· 7 days ago
Working dataset Version
v11
· 9 days ago
2024-06-20 5:45pm
v10
· 9 days ago
PDD_BRGHT-SAT-V1_19-06-2024
v9
· 10 days ago
PDD_STD-SETUP_07-06-2024
v8
· 22 days ago
PDD_EXPOSURE-640_07-06-2024
v7
· 22 days ago
PDD_V3_TILING-ONLY_06-06-2024
v3
· 23 days ago
PDD_V2_05-06-2024
v2
· 23 days ago
PDD_V1_05-06-2024
v1
· 24 days ago
v15
PDD_V15_EXPOSURE_25-06-2024
Generated on Jun 25, 2024
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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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TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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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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3904 Total Images
View All Images
Dataset Split
Train Set 93%
3624Images
Valid Set 3%
131Images
Test Set 4%
149Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 256x256
Filter Null: Require at least 50% of images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Exposure: Between -10% and +10%
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