EE494 Image Dataset
Versions
tool3
v25
May 23, 2022
tools1
v24
May 15, 2022
Tools
v23
May 15, 2022
faces3
v20
May 14, 2022
Tools Animals Datasets 6
v13
May 8, 2022
Tools Animals Datasets 5
v12
May 8, 2022
Tools Animals Datasets 2
v9
May 8, 2022
All Class Dataset 7
v7
May 7, 2022
All Class Dataset 5
v5
May 6, 2022
All Class Dataset 2
v2
May 5, 2022
v12
Tools Animals Datasets 5
Generated on May 8, 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.
1870 Total Images
View All Images
Dataset Split
Train Set 92%
1725Images
Valid Set 8%
144Images
Test Set 0%
1Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 0 remapped, 9 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Brightness: Between -10% and +10%
Exposure: Between -7% and +7%
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