Published September 27, 2024
| Version v1
Software
Open
Automated Illegal Parking Monitor for 311 Based on Publicly Available Data
Description
This project implements an AI-driven system to systematically analyze police response to illegal parking complaints in New York City. Using computer vision and machine learning techniques, the study leverages publicly available traffic camera feeds to detect illegal parking incidents, automatically file complaints through the NYC 311 system and monitor police responses.
Files
README.md
Files
(52.2 MB)
| Name | Size | Download all |
|---|---|---|
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auto_complaint_data.zip
md5:5865ef4f814ccda81dc9085512bb0441
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43.0 kB | Preview Download |
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best.pt
md5:240d492742c471e55d98f49b961c70a7
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52.1 MB | Download |
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cam_test.csv
md5:239b58acae988a63126263bc738670ab
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336 Bytes | Preview Download |
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camera.py
md5:badffff4da3ce6c0dccd41e4cdde2a50
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5.7 kB | Download |
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config.py
md5:7df96315bcaa6060773bd1b74a45f807
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700 Bytes | Download |
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detector.py
md5:a01643bb41c0bacca6fb20531407518c
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7.7 kB | Download |
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parking_monitor.py
md5:b0018ea2e5d106421742006e16d21760
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6.6 kB | Download |
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README.md
md5:10003b612e2d5a46bd7280e44befce3d
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5.8 kB | Preview Download |
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requirements.txt
md5:1aadc7b576c8911ed82576f11ab2e418
|
115 Bytes | Preview Download |
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service_request.py
md5:4e722196e43c78f430434d249c05491e
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5.7 kB | Download |
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utils.py
md5:fb92913b8263bc06aae2960063c0c20d
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1.9 kB | Download |
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vehicle.py
md5:1753c34f6ea600b0dc17749b33dcfeb5
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1.1 kB | Download |
Additional details
Related works
- Is supplement to
- Publication: 10.2139/ssrn.4974275 (DOI)