Dataset Versions

Try Pre-Trained Model

Rebalanced - IC Only

2024-02-27 3:55pm

Tiled Image v3 - 8x8 Largest

2024-02-26 12:52am

Tiled Image v3 - 1280 Smallest

Tiled Image v3 - 1280

Tiled Image v3 - Large

Tiled Image v2 - Smallest -Fixed-

Tiled Image v2 - Smallest

Full Image - IC Only

Tiled Image v2 - Small

Tiled Image - 9-2-24

Full Image - 9-2-24

All Classes - 640

2023-12-19 2:06pm

Crop all classes

Only ICs - Crop

2023-11-15 11:00am

2023-11-14 5:27pm

2023-11-01 2:20pm

2023-11-01 2:04pm

v24

2024-02-27 3:55pm

Generated on Feb 27, 2024

Download Dataset

Popular Download Formats

TXT annotations and YAML config used with YOLOv11.

TXT annotations and YAML config used with YOLOv9.

TXT annotations and YAML config used with YOLOv8.

TXT annotations and YAML config used with YOLOv5.

TXT annotations and YAML config used with YOLOv7.

COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.

Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.

Common XML annotation format for local data munging (pioneered by ImageNet).

TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.

PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.

CreateML JSON format is used with Apple's CreateML and Turi Create tools.

Choose another format.

18880 Total Images

View All Images

Dataset Split

Train Set 94%

17792Images

Valid Set 5%

960Images

Test Set 1%

128Images

Preprocessing

Auto-Orient: Applied

Resize: Fit (black edges) in 640x640

Tile: 8 rows x 8 columns

Augmentations

Outputs per training example: 7

90° Rotate: Clockwise, Counter-Clockwise

Rotation: Between -6° and +6°

Similar Projects