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Parking Space Occupancy

Image credit: https://github.com/martin-marek/parking-space-occupancy

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1–5 of 5 papers

Title	Date	Tasks	Status	Hype
Revising deep learning methods in parking lot occupancy detection	Jun 7, 2023	Deep LearningImage Classification	CodeCode Available	1
Smart Parking Space Detection under Hazy conditions using Convolutional Neural Networks: A Novel Approach	Jan 15, 2022	Parking Space Occupancy	—Unverified	0
T-YOLO: Tiny Vehicle Detection Based on YOLO and Multi-Scale Convolutional Neural Networks	Dec 1, 2021	object-detectionObject Detection	—Unverified	0
Image-Based Parking Space Occupancy Classification: Dataset and Baseline	Jul 26, 2021	ClassificationParking Space Occupancy	CodeCode Available	1
An Evaluation of Information Sharing Parking Guidance Policies Using a Bayesian Approach	Nov 14, 2016	ManagementParking Space Occupancy	—Unverified	0

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All datasets Action-Camera Parking CNRPark+EXT SPKL ACMPS PKLot

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	MobileNetV2	F1-score	0.93	—	Unverified
2	VGG-19	F1-score	0.92	—	Unverified
3	EfficientNet-P	F1-score	0.91	—	Unverified
4	mAlexNet	F1-score	0.86	—	Unverified
5	ResNet50	F1-score	0.84	—	Unverified
6	CFEN	F1-score	0.83	—	Unverified
7	ViT	F1	0.82	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EfficientNet-P	F1-score	0.97	—	Unverified
2	MobileNetV2	F1-score	0.97	—	Unverified
3	VGG-19	F1-score	0.96	—	Unverified
4	ResNet50	F1-score	0.94	—	Unverified
5	CarNet	F1-score	0.93	—	Unverified
6	ViT	F1-score	0.92	—	Unverified
7	CFEN	F1-score	0.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EfficientNet-P	F1-score	0.74	—	Unverified
2	ViT	F1-score	0.73	—	Unverified
3	CarNet	F1-score	0.71	—	Unverified
4	MobileNetV2	F1-score	0.69	—	Unverified
5	VGG-19	F1-score	0.68	—	Unverified
6	ResNet50	F1-score	0.67	—	Unverified
7	CFEN	F1-score	0.54	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EfficientNet-P	F1-score	1	—	Unverified
2	MobileNetV2	F1-score	1	—	Unverified
3	CarNet	F1-score	0.99	—	Unverified
4	CFEN	F1-score	0.98	—	Unverified
5	ResNet50	F1-score	0.94	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	VGG-19	F1-score	1	—	Unverified
2	T-YOLO	Average-mAP	1	—	Unverified
3	ResNet50	F1-score	0.99	—	Unverified