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house-detection-umcp6/18 (latest)
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house detection
Object Detection
Overview
Images
1323
Dataset
15
Model
8
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2024-12-23 4:57pm
v18
·
2 days ago
2024-12-23 3:58pm
v17
·
2 days ago
2024-12-23 9:24am
v16
·
2 days ago
2024-12-20 4:10pm
v15
·
5 days ago
2024-12-20 1:10pm
v14
·
5 days ago
2024-12-19 2:41pm
v13
·
6 days ago
2024-12-19 9:11am
v12
·
6 days ago
2024-12-18 11:57am
v11
·
7 days ago
2024-12-18 11:26am
v10
·
7 days ago
2024-12-17 2:40pm
v8
·
8 days ago
2024-12-17 11:06am
v7
·
8 days ago
2024-12-16 4:39pm
v5
·
9 days ago
2024-12-16 9:24am
v4
·
9 days ago
2024-12-13 4:44pm
v3
·
12 days ago
2024-12-12 2:38pm
v1
·
13 days ago
v5
2024-12-16 4:39pm
Generated on Dec 16, 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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1991
Total Images
View All Images
Dataset Split
Train Set
88%
1745
Images
Valid Set
9%
171
Images
Test Set
4%
75
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Augmentations
Outputs per training example:
3
Brightness:
Between -15% and +15%
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