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Building Detection From Satellite Images
Object Detection
Overview
Images
100
Dataset
23
Model
1
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2023-07-15 9:50pm
v25
·
2 years ago
v16 no test
v24
·
2 years ago
v13 no test
v23
·
2 years ago
no augmentations no test
v22
·
2 years ago
hue- saturation- exposure
v21
·
2 years ago
2023-07-01 11:00am
v20
·
2 years ago
rotation- blur- mosaic -no test-
v19
·
2 years ago
90 rotate- crop- bbox hflip -no test-
v18
·
2 years ago
v13 grayscale
v17
·
2 years ago
rotation- blur- mosaic
v16
·
2 years ago
no augmentations
v15
·
2 years ago
90 rotate- crop- bbox hflip -resize fit black edges-
v14
·
2 years ago
90 rotate- crop- bbox hflip
v13
·
2 years ago
90 rotate- crop
v12
·
2 years ago
2023-06-17 11:11pm
v11
·
2 years ago
2023-06-14 11:38pm
v10
·
2 years ago
2023-06-14 2:09pm
v9
·
2 years ago
2023-06-14 1:07pm
v8
·
2 years ago
2023-06-08 12:55pm
v7
·
2 years ago
2023-06-08 12:50pm
v6
·
2 years ago
2023-05-25 2:25pm
v5
·
2 years ago
2023-05-25 2:13pm
v4
·
2 years ago
2023-05-25 9:37am
v3
·
2 years ago
v9
2023-06-14 2:09pm
Generated on Jun 14, 2023
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Dataset
Popular Download Formats
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.
Other Formats
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20
Total Images
View All Images
Dataset Split
Train Set
65%
13
Images
Valid Set
20%
4
Images
Test Set
15%
3
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Augmentations
No augmentations were applied.
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