Thesis KoiAh Dataset
Versions
Asagi Dataset
v20
· 16 days ago
2024-09-03 11:56pm
v19
· 16 days ago
2024-08-25 4:12am
v18
· a month ago
2024-08-24 3:50pm
v17
· a month ago
Augmented 27K
v16
· a month ago
Augmented
v15
· a month ago
Roboflow 3.0
v14
· a month ago
YOLO NAS-S - COCO
v13
· a month ago
YOLO NAS S - V11 - Checkpoint
v12
· a month ago
Combined Version
v11
· 2 months ago
Non-Koi Objects Final
v9
· 2 months ago
Koi Fish Final
v2
· 2 months ago
Initial Dataset Balancing
v1
· 2 months ago
v16
Augmented 27K
Generated on Aug 24, 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.
27242 Total Images
View All Images
Dataset Split
Train Set 95%
25844Images
Valid Set 3%
706Images
Test Set 3%
692Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 7
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Hue: Between -15° and +15°
Brightness: Between -20% and +20%
Blur: Up to 2.5px