Dataset Versions
Versions
2024-02-06 8:26pm
v13
· a year ago
2024-02-06 8:25pm
v12
· a year ago
Coleoptera only
v11
· a year ago
2023-09-09 10:28pm
v10
· a year ago
2023-09-09 10:14pm
v9
· a year ago
Augmented-v1-test
v8
· a year ago
insectVersusBlankBackgroundV3
v7
· 2 years ago
insectVersusBlankBackgroundV2
v6
· 2 years ago
insectVersusBlankBackground
v5
· 2 years ago
2022-12-18 1:00am
v4
· 2 years ago
2022-12-04 10:50am
v3
· 2 years ago
2022-11-26 1:56pm
v1
· 2 years ago
v8
Augmented-v1-test
Generated on Sep 10, 2023
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
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.
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7704 Total Images
View All Images
Dataset Split
Train Set 88%
6744Images
Valid Set 8%
636Images
Test Set 4%
324Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 15 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Exposure: Between -20% and +20%
Blur: Up to 1px
Noise: Up to 2% of pixels
Mosaic: Applied