This project is competing in Infomatrix 2025 .
The complete training and testing datasets can be downloaded via the links below.
Image Datasets:
├── res
│ ├── assets
│ │ └── images
│ └── test_images
├── src
│ ├── audio
│ │ ├── dataset
│ │ └── graphs
│ └── image
│ ├── cropped_faces
│ ├── cropped_faces_dataset
│ ├── cropped_test_faces
│ ├── dataset
│ ├── faces_dataset
│ └── graphs
└── trained_models
Install essential packages
conda install python=3.10.9
pip install -r requirements.txt
| Devices | Specification | Remark |
|---|---|---|
| CPU | Ryzen 7 6800HS | - |
| GPU | GeForce RTX 3050 | CUDA 12.7 |
| RAM | - | 16 GB |
| OS | Arch Linux | x84_64 |
| Devices | Specification | Remark |
|---|---|---|
| CPU | i7 gen 11-11700K | 5.0 GHz |
| GPU | GeForce RTX 4060 Ti | CUDA 12.6 |
| RAM | - | 32 GB |
| OS | Ubuntu | - |
Installing required packages
Ubuntu (bash)
curl -s https://install.zerotier.com | sudo bash
sudo apt install openssh-client
Arch Linux (bash)
curl -s https://install.zerotier.com | sudo bash
sudo pacman -S openssh
Connect to Pooh555's Private network, and ask him for authorization.
zerotier join 17d709436c99ecf8
Connect to host's terminal via ssh
systemctl start sshd
ssh [email protected]
conda activate image_classification
After completing these procedures you may open vscode ssh session or run jupyter file via command line.
- Pooh555 Github Profile.
We are from Kamoetvidya Science Academy ( KVIS ).