abbes Image Dataset
Versions
2022-05-11 10:20am
v12
May 11, 2022
2022-05-10 10:54pm
v11
May 10, 2022
2022-05-06 7:34pm
v10
May 6, 2022
2022-03-12 3:24am
v9
Mar 12, 2022
2022-03-12 3:04am
v8
Mar 12, 2022
2022-03-09 1:46pm
v7
Mar 9, 2022
2022-03-09 12:25pm
v6
Mar 9, 2022
2022-03-09 12:13pm
v5
Mar 9, 2022
2022-03-09 11:24am
v4
Mar 9, 2022
2022-03-09 12:37am
v3
Mar 8, 2022
2022-03-09 12:28am
v2
Mar 8, 2022
2022-03-08 2:39pm
v1
Mar 8, 2022
v9
2022-03-12 3:24am
Generated on Mar 12, 2022
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.
3846 Total Images
View All Images
Dataset Split
Train Set 92%
3543Images
Valid Set 4%
159Images
Test Set 4%
144Images
Preprocessing
Modify Classes: 16 remapped, 15 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±0° Horizontal, ±24° Vertical
Cutout: 10 boxes with 15% size each
Bounding Box: Rotation: Between -15° and +15°
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