🤖 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

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🤖 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

BitPack is a practical tool to efficiently save ultra-low precision/mixed-precision quantized models.

Medical image analysis framework merging ANTsPy and deep learning

This is the repository for our paper SimpleTrack: Understanding and Rethinking 3D Multi-object Tracking

CT-Net: Channel Tensorization Network for Video Classification

Denoising Diffusion Probabilistic Models

Prototype-based Incremental Few-Shot Semantic Segmentation

Lowest memory consumption and second shortest runtime in NTIRE 2022 challenge on Efficient Super-Resolution

Python version of the amazing Reaction Mechanism Generator (RMG).

mbrl-lib is a toolbox for facilitating development of Model-Based Reinforcement Learning algorithms.

Soft actor-critic is a deep reinforcement learning framework for training maximum entropy policies in continuous domains.

MoCoPnet - Deformable 3D Convolution for Video Super-Resolution

Official implementation of the paper Visual Parser: Representing Part-whole Hierarchies with Transformers

This repository is an open-source implementation of the ICRA 2021 paper: Locus: LiDAR-based Place Recognition using Spatiotemporal Higher-Order Pooling.

SingleVC performs any-to-one VC, which is an important component of MediumVC project.

A simple approach to emable dense segmentation with ViT.

A curated list of awesome resources related to Semantic Search🔎 and Semantic Similarity tasks.

Robust Instance Segmentation through Reasoning about Multi-Object Occlusion [CVPR 2021]

Banglore House Prediction Using Flask Server (Python)

DeepI2I: Enabling Deep Hierarchical Image-to-Image Translation by Transferring from GANs

AWS provides a Python SDK, "Boto3" ,which can be used to access the AWS-account from the local.

💎 Installation with `pip`