Dataset Versions
Versions
GAN_Augmentation
v11
· 5 months ago
Resolving class imbalance3 with GAN
v10
· 5 months ago
for hoijoong baseboard
v9
· 5 months ago
for Hyewon
v8
· 5 months ago
for hoijoong
v7
· 5 months ago
Resolving class imbalance2
v6
· 5 months ago
Resolving class imbalance1
v5
· 5 months ago
base version
v4
· 5 months ago
v5
Resolving class imbalance1
Generated on Jul 6, 2024
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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.
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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5055 Total Images
View All Images
Dataset Split
Train Set 70%
3539Images
Valid Set 20%
1012Images
Test Set 10%
504Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
No augmentations were applied.