Bottles and Cups Detection Image Dataset
Versions
2023-12-03 9:36pm
v27
Dec 3, 2023
2023-12-03 3:06pm
v24
Dec 3, 2023
30 epochs fliphori-rotate90-brightness-20-blur2px-noise5-cutout5 10-mosaic
v23
Dec 2, 2023
30 epochs fliphori-rotate90-brightness-20-blur2px-noise5-cutout5 10-mosaic
v22
Dec 2, 2023
30 epochs roate90 - brightness20 - blur2.5 - noise10 - cutout4 15 - mosaic
v21
Nov 30, 2023
50 epochs rotate90-brightness -20- blur2.5- noise10- cutout4 15- mosaic
v20
Nov 29, 2023
same as 15 but no mosaic 35 epochs
v19
Nov 19, 2023
v22
30 epochs fliphori-rotate90-brightness-20-blur2px-noise5-cutout5 10-mosaic
Generated on Dec 2, 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.
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7903 Total Images
View All Images
Dataset Split
Train Set 87%
6912Images
Valid Set 8%
655Images
Test Set 4%
336Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -20% and +20%
Blur: Up to 2px
Noise: Up to 5% of pixels
Cutout: 5 boxes with 10% size each
Mosaic: Applied
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