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red_palm_weevil_detection/1
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Red_palm_weevil_detection
Object Detection
Overview
Images
77
Dataset
5
Model
2
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2024-11-28 3:21pm
v6
·
a month ago
2024-11-28 3:19pm
v5
·
a month ago
2024-11-28 3:07pm
v4
·
a month ago
2024-11-27 11:02pm
v2
·
a month ago
2024-11-27 10:58pm
v1
·
a month ago
v1
2024-11-27 10:58pm
Generated on Nov 27, 2024
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Dataset
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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
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185
Total Images
View All Images
Dataset Split
Train Set
88%
162
Images
Valid Set
8%
15
Images
Test Set
4%
8
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
Brightness:
Between -25% and +25%
Blur:
Up to 1.9px
Noise:
Up to 0.89% of pixels
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