https://github.com/entbappy/cnnClassifier
https://github.com/entbappy/cnnClassifier
Last synced: 5 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/entbappy/cnnClassifier
- Owner: entbappy
- License: mit
- Created: 2023-03-14T13:56:32.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2023-04-13T04:41:59.000Z (about 2 years ago)
- Last Synced: 2024-08-09T02:17:30.377Z (8 months ago)
- Language: Jupyter Notebook
- Size: 106 KB
- Stars: 7
- Watchers: 1
- Forks: 6
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
- jimsghstars - entbappy/cnnClassifier - (Jupyter Notebook)
README
# cnnClassifier
## Workflows
1. Update config.yaml
2. Update secrets.yaml [Optional]
3. Update params.yaml
4. Update the entity
5. Update the configuration manager in src config
6. Update the components
7. Update the pipeline
8. Update the main.py
### Dataset URL:
[Click here to download data](https://github.com/entbappy/Branching-tutorial/raw/master/cat-dog-data.zip)
## Youtube Playlist of this project implementation:
[Click here](https://youtube.com/playlist?list=PLkz_y24mlSJZtxpM7dkfiOYxs6PZXHt0_)
# How to run?
### STEPS:
Clone the repository
```bash
https://github.com/entbappy/cnnClassifier
```
### STEP 01- Create a conda environment after opening the repository
```bash
conda create -n cnncls python=3.7 -y
```
```bash
conda activate cnncls
```
### STEP 02- install the requirements
```bash
pip install -r requirements.txt
```
```bash
# Finally run the following command
python app.py
```
Now,
```bash
open up you local host and port
```
```bash
Author: Bappy Ahmed
Data Scientist
Email: [email protected]
```
# AWS-CICD-Deployment-with-Github-Actions
## 1. Login to AWS console.
## 2. Create IAM user for deployment
#with specific access
1. EC2 access : It is virtual machine
2. ECR: Elastic Container registry to save your docker image in aws
#Description: About the deployment
1. Build docker image of the source code
2. Push your docker image to ECR
3. Launch Your EC2
4. Pull Your image from ECR in EC2
5. Lauch your docker image in EC2
#Policy:
1. AmazonEC2ContainerRegistryFullAccess
2. AmazonEC2FullAccess
## 3. Create ECR repo to store/save docker image
- Save the URI: 566373416292.dkr.ecr.us-east-1.amazonaws.com/catdog
## 4. Create EC2 machine (Ubuntu)
## 5. Open EC2 and Install docker in EC2 Machine:
#optinal
sudo apt-get update -y
sudo apt-get upgrade
#required
curl -fsSL https://get.docker.com -o get-docker.sh
sudo sh get-docker.sh
sudo usermod -aG docker ubuntu
newgrp docker
# 6. Configure EC2 as self-hosted runner:
setting>actions>runner>new self hosted runner> choose os> then run command one by one
# 7. Setup github secrets:
AWS_ACCESS_KEY_ID=
AWS_SECRET_ACCESS_KEY=
AWS_REGION = us-east-1
AWS_ECR_LOGIN_URI = demo>> 566373416292.dkr.ecr.ap-south-1.amazonaws.com
ECR_REPOSITORY_NAME = simple-app