https://github.com/shubhammohanty680/sensor_fault_detection
https://github.com/shubhammohanty680/sensor_fault_detection
Last synced: 4 months ago
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- Host: GitHub
- URL: https://github.com/shubhammohanty680/sensor_fault_detection
- Owner: ShubhamMohanty680
- Created: 2023-08-20T10:50:16.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-01-29T15:33:40.000Z (over 1 year ago)
- Last Synced: 2024-12-31T15:13:31.291Z (5 months ago)
- Language: Jupyter Notebook
- Size: 1.3 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# 📄✏ Sensor Fault Detection Project
**Brief:** In electronics, a **wafer** (also called a slice or substrate) is a thin slice of semiconductor, such as a crystalline silicon (c-Si), used for the fabrication of integrated circuits and, in photovoltaics, to manufacture solar cells. The wafer serves as the substrate(serves as foundation for contruction of other components) for microelectronic devices built in and upon the wafer.
It undergoes many microfabrication processes, such as doping, ion implantation, etching, thin-film deposition of various materials, and photolithographic patterning. Finally, the individual microcircuits are separated by wafer dicing and packaged as an integrated circuit.
#### Dataset is taken from Kaggle and stored in mongodb
💿 Installing
1. Environment setup
```
conda create --prefix venv python==3.8 -y
```
```
conda activate venv/
````
2. Install Requirements and setup
```
pip install -r requirements.txt
```
3. Run Application
```
python app.py
```
🔧 Built with
- flask
- Python 3.8
- Machine learning
- Scikit learn
- 🏦 Industrial Use Cases
## Snapshots:
