bottlelibrary Image Dataset
Versions
2023-08-03 9:36am
v18
Aug 3, 2023
2022-11-30 1:41pm
v17
Nov 30, 2022
2022-11-30 9:58am
v16
Nov 30, 2022
2022-09-12 12:00pm
v15
Sep 12, 2022
2022-09-09 9:22am
v13
Sep 9, 2022
2022-09-07 2:42pm
v12
Sep 7, 2022
2022-09-07 2:25pm
v11
Sep 7, 2022
2022-08-26 4:43pm
v10
Aug 26, 2022
2022-08-26 4:32pm
v9
Aug 26, 2022
2022-08-26 3:36pm
v8
Aug 26, 2022
2022-08-22 1:16pm
v7
Aug 22, 2022
2022-08-19 4:38pm
v6
Aug 19, 2022
2022-08-19 4:32pm
v5
Aug 19, 2022
2022-08-19 4:25pm
v4
Aug 19, 2022
2022-08-19 4:14pm
v3
Aug 19, 2022
2022-08-19 9:10am
v2
Aug 19, 2022
2022-08-17 4:41pm
v1
Aug 17, 2022
v18
2023-08-03 9:36am
Generated on Aug 3, 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.
220 Total Images
View All Images
Dataset Split
Train Set 89%
195Images
Valid Set 8%
17Images
Test Set 4%
8Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 320x320
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Blur: Up to 0.5px
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -4° and +4°
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%
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