期末影像識別 2 Image Dataset
Versions
2024-01-04 10:26am
v11
Jan 4, 2024
2024-01-04 12:40am
v10
Jan 3, 2024
2024-01-04 12:19am
v9
Jan 3, 2024
2024-01-03 11:30pm
v8
Jan 3, 2024
2024-01-03 4:48pm
v7
Jan 3, 2024
2024-01-03 4:13pm
v6
Jan 3, 2024
2024-01-03 3:48pm
v5
Jan 3, 2024
2024-01-01 11:55pm
v4
Jan 1, 2024
2023-12-30 9:13pm
v3
Dec 30, 2023
2023-12-30 12:32am
v2
Dec 29, 2023
2023-12-30 12:13am
v1
Dec 29, 2023
v11
2024-01-04 10:26am
Generated on Jan 4, 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.
376 Total Images
View All ImagesDataset Split
Train Set 93%
348Images
Valid Set 4%
14Images
Test Set 4%
14Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Similar Projects
PCB-iXZu
151 images
defects
221 images
fails
221 images
defects
31 images