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birddetection-44drl/9 (latest)
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BirdDetection
Object Detection
Overview
Images
9859
Dataset
9
Model
3
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2023-12-01 12:21pm
v9
·
a year ago
2023-12-01 12:17pm
v8
·
a year ago
2023-10-23 5:56pm
v7
·
a year ago
2023-10-23 3:24pm
v6
·
a year ago
2023-10-15 4:16pm
v5
·
a year ago
2023-10-09 9:08pm
v4
·
a year ago
2023-09-22 6:59pm
v3
·
2 years ago
2023-09-21 4:10pm
v2
·
2 years ago
2023-09-10 5:44pm
v1
·
2 years ago
v9
2023-12-01 12:21pm
Generated on Dec 1, 2023
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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
is used with Apple's CreateML and Turi Create tools.
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9859
Total Images
View All Images
Dataset Split
Train Set
78%
7728
Images
Valid Set
11%
1055
Images
Test Set
11%
1076
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 1024x1024
Filter Null:
Require all images to contain annotations.
Augmentations
No augmentations were applied.
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