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Ae.aegypti_ver11
Object Detection
Overview
Images
3292
Dataset
7
Model
5
API Docs
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Dataset Versions
Try Pre-Trained Model
Versions
v3_raw-images-export
v7
·
2 years ago
Mosquito only
v6
·
2 years ago
High-res_for_export
v5
·
2 years ago
70-20-10_split_3xAug_abdomen_only
v4
·
3 years ago
70-20-10_split_2xAug
v3
·
3 years ago
70-20-10_split_3xAug
v2
·
3 years ago
Male_abdomens_combined
v1
·
3 years ago
v7
v3_raw-images-export
Generated on Dec 13, 2022
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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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3292
Total Images
View All Images
Dataset Split
Train Set
70%
2300
Images
Valid Set
20%
661
Images
Test Set
10%
331
Images
Preprocessing
Auto-Orient:
Applied
Modify Classes:
0 remapped, 1 dropped
Augmentations
No augmentations were applied.
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