TACOb1 Image Dataset
Versions
saturation
v19
Feb 17, 2023
blur
v17
Feb 17, 2023
blur-noise
v16
Feb 17, 2023
exposure
v15
Feb 17, 2023
28withmosaic
v14
Feb 17, 2023
2023-02-17 2:35pm
v12
Feb 17, 2023
28withoutmosaic
v11
Feb 17, 2023
flip
v10
Feb 17, 2023
mosaic
v9
Feb 17, 2023
flipconstrast
v8
Feb 17, 2023
histo
v6
Feb 17, 2023
adap
v5
Feb 17, 2023
640x640
v4
Feb 17, 2023
oneclass
v3
Feb 17, 2023
threeclass
v2
Feb 17, 2023
exp1
v1
Feb 16, 2023
v19
saturation
Generated on Feb 17, 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.
3600 Total Images
View All Images
Dataset Split
Train Set 88%
3150Images
Valid Set 8%
300Images
Test Set 4%
150Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 28 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Saturation: Between -20% and +20%
Mosaic: Applied
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