rice-field-insect-detection Image Dataset
Versions
For YOLOv7 Normal
v17
Nov 20, 2023
For YOLOv8 Normal
v16
Nov 20, 2023
For YOLOv5 and YOLOv8 Normal
v14
Nov 20, 2023
For YOLOv5 and YOLOv8 -SAHI- 2.0-
v13
Nov 20, 2023
Detectron2
v12
Nov 19, 2023
2023-11-20 3:42am
v11
Nov 19, 2023
For YOLOv5 and YOLOv8 - SAHI
v10
Nov 19, 2023
2023-10-09 5:33pm
v8
Oct 9, 2023
2023-10-09 5:12pm
v7
Oct 9, 2023
2023-09-13 2:10am
v6
Sep 12, 2023
2023-09-12 4:19pm
v5
Sep 12, 2023
2023-09-12 3:28am
v4
Sep 11, 2023
v10
For YOLOv5 and YOLOv8 - SAHI
Generated on Nov 19, 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
Choose another format.
16236 Total Images
View All Images
Dataset Split
Train Set 87%
14202Images
Valid Set 9%
1395Images
Test Set 4%
639Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 864x864
Tile: 3 rows x 3 columns
Modify Classes: 1 remapped, 6 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2px
pest
147 images
moth
88 images
bugs
151 images
SSD
92 images
insect-KeSF
99 images