AI Tools · deep-learning Tools

Deep-Learning-Papers-Reading-Roadmap

github

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

supervision

github

We write your reusable computer vision tools. 💜

GFPGAN

github

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

MockingBird

github

🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time

pytorch-image-models

github

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

mediapipe

github

Cross-platform, customizable ML solutions for live and streaming media.

caffe

github

Caffe: a fast open framework for deep learning.

openpose

github

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

spaCy

github

💫 Industrial-strength Natural Language Processing (NLP) in Python

diffusers

github

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

CLIP

github

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

github

500 AI Machine learning Deep learning Computer vision NLP Projects with code

netron

github

Visualizer for neural network, deep learning and machine learning models

pytorch-tutorial

github

PyTorch Tutorial for Deep Learning Researchers

ML-From-Scratch

github

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.

pytorch-lightning

github

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

AI-Expert-Roadmap

github

Roadmap to becoming an Artificial Intelligence Expert in 2022

stanford_alpaca

github

Code and documentation to train Stanford's Alpaca models, and generate the data.

EasyOCR

github

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

data-science-ipython-notebooks

github

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

awesome-datascience

github

:memo: An awesome Data Science repository to learn and apply for real world problems.

applied-ml

github

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

machine-learning-for-software-engineers

github

A complete daily plan for studying to become a machine learning engineer.

d2l-en

github

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.