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Original Article

Crime and Robbery Detection

  • Paper ID 213
  • Volume 5, Issue 5
  • Pages 61-66
  • Published Online: September-October 2025
  • 10 Views
Open Access Peer Reviewed Crossref DOI

Authors

  • Shaik Mushraf Ahmed1
  • Fatima Maryam Khan2

1Student, MCA, Deccan College of Engineering and Technology, Hyderabad, Telangana, India. 2Assistant professor, MCA, Deccan College of Engineering and Technology, Hyderabad, Telangana, India.

Article Information

Published Online
September-October 2025
Pages
61-66
Article Type
Original Article
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References

1. A. Bochkovskiy, C. Y. Wang, and H. Y. M. Liao, "YOLOv4: Optimal Speed and Accuracy of Object Detection," arXiv preprint arXiv:2004.10934, 2020.
2. J. Redmon and A. Farhadi, "YOLOv3: An Incremental Improvement," arXiv preprint arXiv:1804.02767, 2018.
3. C. Y. Wang, A. Bochkovskiy, and H. Y. M. Liao, "YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors," arXiv preprint arXiv:2207.02696, 2022.
4. M. Sandler, A. Howard, M. Zhu, A. Zhmoginov, and L. Chen, "MobileNetV2: Inverted Residuals and Linear Bottlenecks," in Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, USA, 2018, pp. 4510–4520.
5. P. Viola and M. J. Jones, "Robust Real-Time Face Detection," International Journal of Computer Vision, vol. 57, no. 2, pp. 137–154, 2004.
6. M. S. Reiss, R. Spivak, and H. N. Nguyen, "Smart Surveillance System Using Deep Learning and IoT," in Proc. IEEE Intl. Conf. on Computer Communication and Informatics (ICCCI), Coimbatore, India, 2020, pp. 1–6.
7. K. Simonyan and A. Zisserman, "Very Deep Convolutional Networks for Large-Scale Image Recognition," arXiv preprint arXiv:1409.1556, 2014.
8. S. Sultana, A. Sufian, and P. Dutta, "A Review of Object Detection Models Based on Convolutional Neural Network," in Intelligent Computing: Image Processing Based Applications, Springer, 2020, pp. 1–16.
9. R. Singh and V. Arora, "Real-Time Weapon Detection Using Convolutional Neural Networks," in Proc. IEEE Intl. Conf. on Information and Communication Technology (CICT), 2019, pp. 1–6.
10. N. Bhattacharya and A. Basu, "A Deep Learning Approach for Smart Surveillance Using YOLO and LSTM," in Proc. IEEE Intl. Conf. on Advances in Computing, Communications and Informatics (ICACCI), 2021, pp. 1022–1026.
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  • ISSN 2583-0368
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