CNN Image Dataset
Versions
2022-10-10 2:01pm
v9
Oct 10, 2022
2022-10-07 2:36pm
v8
Oct 7, 2022
2022-10-07 2:34pm
v7
Oct 7, 2022
2022-10-03 11:08am
v6
Oct 3, 2022
2022-09-07 10:45am
v5
Sep 7, 2022
2022-09-07 10:20am
v4
Sep 7, 2022
2022-09-05 1:17pm
v3
Sep 5, 2022
2022-09-05 11:47am
v2
Sep 5, 2022
2022-09-03 8:59pm
v1
Sep 3, 2022
v9
2022-10-10 2:01pm
Generated on Oct 10, 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.
595 Total Images
View All Images
Dataset Split
Train Set 67%
400Images
Valid Set 20%
120Images
Test Set 13%
75Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 1
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -25% and +25%
Blur: Up to 2.75px
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