Chess Piece Detection FYP Image Dataset
Versions
2023-08-09 2:47pm
v16
Aug 9, 2023
V15- v12 w 6 classes
v15
Aug 8, 2023
14- Added Online Images
v14
Aug 8, 2023
12- Smaller BBs
v12
Aug 1, 2023
11- More Lighting
v11
Aug 1, 2023
8-black and white seperate
v8
Jul 19, 2023
5- Increased some classes
v5
Jul 19, 2023
4 - Seperate B-W
v4
Jul 18, 2023
3 - 6 Classes
v3
Jul 12, 2023
1 - 7 Classes
v1
Jun 19, 2023
v4
4 - Seperate B-W
Generated on Jul 18, 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
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1064 Total Images
View All Images
Dataset Split
Train Set 87%
927Images
Valid Set 8%
85Images
Test Set 5%
52Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x480
Modify Classes: 12 remapped, 0 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -25° and +25°
Grayscale: Apply to 15% of images
Saturation: Between -40% and +40%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
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