AC CODE Dataset
Versions
2024-07-29 5:51am
v10
· 2 months ago
2024-06-14 7:32am
v9
· 4 months ago
2024-06-13 11:01am
v8
· 4 months ago
2024-06-12 8:09pm
v7
· 4 months ago
2024-06-11 10:01pm
v6
· 4 months ago
2024-06-11 9:41am
v5
· 4 months ago
2024-06-10 3:22pm
v4
· 4 months ago
2024-05-21 3:19pm
v3
· 4 months ago
2024-05-21 3:10pm
v2
· 4 months ago
2024-05-20 4:16pm
v1
· 4 months ago
v10
2024-07-29 5:51am
Generated on Jul 29, 2024
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.
12906 Total Images
View All Images
Dataset Split
Train Set 87%
11292Images
Valid Set 8%
1075Images
Test Set 4%
539Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -14° and +14°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.26% of pixels