Insect Detection Image Dataset
Versions
2023-12-11 3:08pm
v15
· 7 months ago
2023-12-11 12:32pm
v14
· 7 months ago
2023-12-11 12:16pm
v11
· 7 months ago
2023-12-10 1:35pm
v9
· 7 months ago
2023-12-01 6:48pm
v8
· 7 months ago
2023-12-01 1:12pm
v7
· 7 months ago
2023-12-01 12:20pm
v6
· 7 months ago
2023-11-30 4:37pm
v5
· 7 months ago
2023-11-30 12:32pm
v4
· 7 months ago
2023-11-29 6:14pm
v3
· 7 months ago
2023-11-28 1:09pm
v2
· 7 months ago
2023-11-27 12:30pm
v1
· 7 months ago
v11
2023-12-11 12:16pm
Generated on Dec 11, 2023
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
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3613 Total Images
View All Images
Dataset Split
Train Set 87%
3159Images
Valid Set 8%
305Images
Test Set 4%
149Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -30° and +30°
Exposure: Between -25% and +25%
Mosaic: Applied
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