phanbon Image Dataset
Versions
2023-12-22 9:49am
v18
· 6 months ago
2023-12-22 9:44am
v17
· 6 months ago
2023-12-21 9:39am
v16
· 6 months ago
2023-12-21 9:37am
v15
· 6 months ago
2023-12-21 9:36am
v14
· 6 months ago
2023-12-21 9:28am
v13
· 6 months ago
2023-12-21 3:37am
v12
· 6 months ago
2023-12-21 2:34am
v11
· 6 months ago
2023-12-11 12:23pm
v10
· 7 months ago
2023-12-11 12:22pm
v9
· 7 months ago
2023-12-11 12:08pm
v8
· 7 months ago
2023-12-09 11:23am
v7
· 7 months ago
2023-12-09 9:29am
v6
· 7 months ago
2023-12-09 9:26am
v5
· 7 months ago
2023-12-09 9:26am
v4
· 7 months ago
2023-12-09 4:44am
v3
· 7 months ago
2023-12-09 3:47am
v2
· 7 months ago
2023-12-09 3:46am
v1
· 7 months ago
v1
2023-12-09 3:46am
Generated on Dec 8, 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.
Other Formats
Choose another format.
722 Total Images
View All Images
Dataset Split
Train Set 90%
651Images
Valid Set 6%
44Images
Test Set 4%
27Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -37° and +37°
Shear: ±15° Horizontal, ±18° Vertical
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
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