https://github.com/spyrosigma/hackjnu3-project
An AI-based intelligent camera decision-making system that can process video data, identify dangerous events, weapons and other suspicious activities at public place and automatically alerts the concerned authorities in real-time.
https://github.com/spyrosigma/hackjnu3-project
Last synced: 3 months ago
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An AI-based intelligent camera decision-making system that can process video data, identify dangerous events, weapons and other suspicious activities at public place and automatically alerts the concerned authorities in real-time.
- Host: GitHub
- URL: https://github.com/spyrosigma/hackjnu3-project
- Owner: Spyrosigma
- Created: 2024-01-27T10:46:49.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-01-30T17:25:33.000Z (over 1 year ago)
- Last Synced: 2024-12-28T08:09:41.971Z (5 months ago)
- Language: Python
- Homepage:
- Size: 22.9 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Weapon-Detection-Web-App
How to setup ?
1) Clone this repo.
```bash
git clone https://github.com/Spyrosigma/HackJnu3-Project.git
3) Install the required Libraries
```bash
pip install -r requirements.txt
```
4) To run the web-app
```bash
python manage.py runserver
```
## Some Modification that you have to make in Ultralytics ( C:\users\hp\appdata\local\programs\python\python311\lib\site-packages\ultralytics\utils\__init__.py) --- around line 225
```bash
from colorama import AnsiToWin32
WINDOWS = True
def set_logging(name=LOGGING_NAME, verbose=True):
"""Sets up logging for the given name with UTF-8 encoding support."""
level = logging.INFO if verbose and RANK in {-1, 0} else logging.ERROR # rank in world for Multi-GPU trainings
# Configure the console (stdout) encoding to UTF-8
formatter = logging.Formatter('%(message)s') # Default formatter
if isinstance(sys.stdout, AnsiToWin32):
# Check if 'encoding' attribute exists before accessing it
if hasattr(sys.stdout, 'encoding') and WINDOWS and sys.stdout.encoding != 'utf-8':
try:
if hasattr(sys.stdout, 'reconfigure'):
sys.stdout.reconfigure(encoding='utf-8')
elif hasattr(sys.stdout, 'buffer'):
import io
sys.stdout = io.TextIOWrapper(sys.stdout.buffer, encoding='utf-8')
else:
sys.stdout.encoding = 'utf-8'
except Exception as e:
print(f'Creating custom formatter for non UTF-8 environments due to {e}')
class CustomFormatter(logging.Formatter):
def format(self, record):
return emojis(super().format(record))
formatter = CustomFormatter('%(message)s') # Use CustomFormatter to eliminate UTF-8 output as last recourse
```
Contact me for any doubts.
## Labelled Images given to model
## Detected By Model
