AC CODE Image Dataset
Versions
2024-06-14 7:32am
v9
· 15 days ago
2024-06-13 11:01am
v8
· 16 days ago
2024-06-12 8:09pm
v7
· 17 days ago
2024-06-11 10:01pm
v6
· 17 days ago
2024-06-11 9:41am
v5
· 18 days ago
2024-06-10 3:22pm
v4
· 19 days ago
2024-05-21 3:19pm
v3
· a month ago
2024-05-21 3:10pm
v2
· a month ago
2024-05-20 4:16pm
v1
· a month ago
v9
2024-06-14 7:32am
Generated on Jun 14, 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.
4817 Total Images
View All Images
Dataset Split
Train Set 88%
4215Images
Valid Set 8%
402Images
Test Set 4%
200Images
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
Similar Projects
screw-yzcp
43 images
Cord-Bra
199 images
cable
64 images
ramps-wires-carpets-glass
228 images
Solder
401 images