🤖 Project template for your next awesome AI project. 🦾

Last update: Nov 23, 2022

Overview

🤖 AI Awesome Project Template

You may want to adjust badge links in a README.md file.

💎 Installation with `pip`

Installation is as simple as running:

pip install git+https://github.com/wiktorlazarski/ai-awesome-project-template

⚙️ Setup for development

Before setting up a project, make sure that the setup.py script has all setup parameters adjusted and change an ai_awesome directory name to your project name. Also, if you want to use conda environment, you may want to change its name in a conda_env.yml file. Then, follow the instruction:

# Clone repo
git clone https://github.com/wiktorlazarski/ai-awesome-project-template.git

# Go to repo directory
cd ai-awesome-project-template

# (Optional) Create virtual environment
python -m venv venv
source ./venv/bin/activate

# Install project in editable mode
pip install -e .

# (Optional but recommended) Install pre-commit hooks to preserve code format consistency
pre-commit install

🐍 Setup for development with Anaconda or Miniconda

Before setting up a project, make sure that the setup.py script has all setup parameters adjusted and change an ai_awesome directory name to your project name. Additionally, you may want to change a default (ai_awesome_env) conda environment name in a conda_env.yml file. Then, follow the instruction:

# Clone repo
git clone https://github.com/wiktorlazarski/ai-awesome-project-template.git

# Go to repo directory
cd ai-awesome-project-template

# Create and activate conda environment
conda env create -f ./conda_env.yml
conda activate ai_awesome_env

# (Optional but recommended) Install pre-commit hooks to preserve code format consistency
pre-commit install

🤖 Project template for your next awesome AI project. 🦾

Related tags

Overview

🤖 AI Awesome Project Template

💎 Installation with `pip`

⚙️ Setup for development

🐍 Setup for development with Anaconda or Miniconda

🤗 Happy coding !

Owner

Wiktor Łazarski

Torch implementation of "Enhanced Deep Residual Networks for Single Image Super-Resolution"

Implementation of the algorithm shown in the article "Modelo de Predicción de Éxito de Canciones Basado en Descriptores de Audio"

For storing the complete exploration of Visual Question Answering for our B.Tech Project

The repo for the paper "I3CL: Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection".

ONNX Command-Line Toolbox

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

Code for SALT: Stackelberg Adversarial Regularization, EMNLP 2021.

PFENet: Prior Guided Feature Enrichment Network for Few-shot Segmentation (TPAMI).

The implementation of 'Image synthesis via semantic composition'.

Implementation of NÜWA, state of the art attention network for text to video synthesis, in Pytorch

A python tutorial on bayesian modeling techniques (PyMC3)

Repository features UNet inspired architecture used for segmenting lungs on chest X-Ray images

A gesture recognition system powered by OpenPose, k-nearest neighbours, and local outlier factor.

3DMV jointly combines RGB color and geometric information to perform 3D semantic segmentation of RGB-D scans.

[NeurIPS 2021] Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data

Causal estimators for use with WhyNot

Graph Attention Networks

Code to compute permutation and drop-column importances in Python scikit-learn models

This is an example of object detection on Micro bacterium tuberculosis using Mask-RCNN

Technical Analysis library in pandas for backtesting algotrading and quantitative analysis

🤖 Project template for your next awesome AI project. 🦾

Related tags

Overview

🤖 AI Awesome Project Template

💎 Installation with pip

⚙️ Setup for development

🐍 Setup for development with Anaconda or Miniconda

🤗 Happy coding !

Owner

Wiktor Łazarski

Torch implementation of "Enhanced Deep Residual Networks for Single Image Super-Resolution"

Implementation of the algorithm shown in the article "Modelo de Predicción de Éxito de Canciones Basado en Descriptores de Audio"

For storing the complete exploration of Visual Question Answering for our B.Tech Project

The repo for the paper "I3CL: Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection".

ONNX Command-Line Toolbox

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

Code for SALT: Stackelberg Adversarial Regularization, EMNLP 2021.

PFENet: Prior Guided Feature Enrichment Network for Few-shot Segmentation (TPAMI).

The implementation of 'Image synthesis via semantic composition'.

Implementation of NÜWA, state of the art attention network for text to video synthesis, in Pytorch

A python tutorial on bayesian modeling techniques (PyMC3)

Repository features UNet inspired architecture used for segmenting lungs on chest X-Ray images

A gesture recognition system powered by OpenPose, k-nearest neighbours, and local outlier factor.

3DMV jointly combines RGB color and geometric information to perform 3D semantic segmentation of RGB-D scans.

[NeurIPS 2021] Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data

Causal estimators for use with WhyNot

Graph Attention Networks

Code to compute permutation and drop-column importances in Python scikit-learn models

This is an example of object detection on Micro bacterium tuberculosis using Mask-RCNN

Technical Analysis library in pandas for backtesting algotrading and quantitative analysis

💎 Installation with `pip`