egg-detect Image Dataset
v4
2022-10-26 12:12pm
Generated on Oct 26, 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.
245 Total Images
View All Images
Dataset Split
Train Set 70%
171Images
Valid Set 20%
50Images
Test Set 10%
24Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1024x1024
Tile: 2 rows x 2 columns
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 1
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Grayscale: Apply to 25% of images
Bounding Box: Flip: Horizontal, Vertical
Similar Projects
inseto-0dsi
591 images
insetos-F7vZ
448 images
insetos
857 images
Dust
5564 images
aircraft
389 images