Real-Time-Implementation-of-Gunshot-Detection-System

KO | EN

gitlite — search

#javascript #hacktoberfest #ai #go #rust #deep-learning #linux #docker #nodejs #kubernetes #vue #security #ios #openai

Real-Time-Implementation-of-Gunshot-Detection-System

(★ 28)

Real Time Implementation of Gunshot Detection System

Real-Time-Implementation-of-Gunshot-Detection-System 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# Real Time Implementation of Gunshot Detection System
This is our EE512 Machine Learning semester project at Department of ELectrical Engineering at ITU.

### 1st: datasets merging, exploration and feature extraction notebook
- Merging Data From Multiple Sources
- Initial Dataset Exploration
- Feature Extraction

### 2nd: Train Muliple Models notebook
- Extract More Features
- Train Test Split
- APPLY PCA
- Train Models
#### Trained Models: [GPUs used for Training (Nvidia Geforce GTX 970 and 1070)]:
- Neural Network
- Convolutional Neural Network
- Isolation Forest (Anomaly Detection)
- OneClass SVM (Anomaly Detection)
- Autoencoders (Anomaly Detection)

## Supervisor:
### [Dr. Ali Ahmed](https://itu.edu.pk/faculty-itu/dr-ali-ahmed/)
## Group Members:
### Fawad Arshad (MSDS17001@itu.edu.pk)
### Hazoor Ahmad (PHDEE17004@itu.edu.pk)
### Jawad Arshad (MSDS17011@itu.edu.pk)
### Zeeshan Haider (MSEE17001@itu.edu.pk)
# About Repository
## Dependencies
Our models need librosa, along with other libraries imported at the top of every ipynb files.
## Training Details
You can make your own dataset of audios or use Google, Mivia or Kaggle dataset for gunshot detection.
Your can aso download dataset from https://drive.google.com/drive/folders/1_H68GGKBqGsCxQVNZb8lxFy_apRUlhvF?usp=sharing
## Working with Trained Models
You can also write your own codes for the evaluation of our Trained Models.
## Realtime Simulation Codes
Realtime simulation codes are also included.

Real-Time-Implementation-of-Gunshot-Detection-System

Real-Time-Implementation-of-Gunshot-Detection-System 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Real-Time-Implementation-of-Gunshot-Detection-System

Real-Time-Implementation-of-Gunshot-Detection-System 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Download README