Dataset Versions
Versions
2024-09-03 11:09am
v21
· 4 months ago
2024-09-03 8:30am
v20
· 4 months ago
2023-12-15 2:36pm
v19
· a year ago
2023-12-14 11:56am
v18
· a year ago
2023-12-05 11:57am
v17
· a year ago
group3-caramel-oreo-marv-mixed-fruit-
v16
· a year ago
Group2 -classic and hazlnuts-
v15
· a year ago
only big chocolates
v14
· a year ago
2023-12-04 2:16pm
v13
· a year ago
2023-12-04 10:55am
v12
· a year ago
2023-12-01 1:49pm
v11
· a year ago
2023-11-29 12:06pm
v10
· a year ago
only_gersy
v9
· a year ago
2023-07-09 10:39am
v8
· a year ago
2023-07-09 10:35am
v7
· a year ago
after_fixing_labels
v6
· a year ago
ignored_unbalanced_classes_monda
v5
· 2 years ago
2023-06-04 4:02pm
v4
· 2 years ago
2023-06-03 3:14pm
v3
· 2 years ago
2023-06-03 10:33am
v1
· 2 years ago
v18
2023-12-14 11:56am
Generated on Dec 14, 2023
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
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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1509 Total Images
View All Images
Dataset Split
Train Set 84%
1268Images
Valid Set 13%
191Images
Test Set 3%
50Images
Preprocessing
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 6 dropped
Augmentations
Outputs per training example: 2
Flip: Horizontal
Rotation: Between -13° and +13°
Grayscale: Apply to 3% of images
Hue: Between -1° and +1°
Saturation: Between -3% and +3%
Brightness: Between -3% and +3%
Exposure: Between -2% and +2%
Blur: Up to 0.25px
Noise: Up to 1% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -13° and +13°
Bounding Box: Blur: Up to 0.25px