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tailgating-prevention-system-agx1r/3
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Tailgating Prevention System
Object Detection
Overview
Images
5065
Dataset
9
Model
5
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2023-09-10 5:21pm
v9
·
2 years ago
2023-09-10 12:43pm
v8
·
2 years ago
2023-09-10 11:28am
v7
·
2 years ago
2023-08-24 11:12am
v6
·
2 years ago
final version
v5
·
2 years ago
2023-08-21 6:30pm
v4
·
2 years ago
2023-08-20 8:04pm
v3
·
2 years ago
version working fine
v2
·
2 years ago
2023-08-19 11:20pm
v1
·
2 years ago
v3
2023-08-20 8:04pm
Generated on Aug 20, 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
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5065
Total Images
View All Images
Dataset Split
Train Set
70%
3548
Images
Valid Set
20%
1000
Images
Test Set
10%
517
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Modify Classes:
0 remapped, 1 dropped
Augmentations
No augmentations were applied.
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