Top 46 fastai open source projects

An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

The fastai book, published as Jupyter Notebooks

Super easy library for BERT based NLP models

The 3rd edition of course.fast.ai

The fastai deep learning library

Create delightful python projects using Jupyter Notebooks

IceData: Datasets Hub for the *IceVision* Framework

📓 Notes for fast.ai courses: intro to ML, Practical DL and Cutting edge DL.

Deploy FastAI Trained PyTorch Model in TorchServe and Host in Amazon SageMaker Inference Endpoint

A collection of computer vision projects for Acute Lymphoblastic Leukemia classification/early detection.

A deep-learning pipeline for segmentation of ambiguous microscopic images.

A non-ending collection of jupyter notebooks

🏃Notebooks from the USCF Deep Learning course (fast.ai v3)

Docker images for fastai

Tutorial on building and deploying a Mobile Deep Learning Classifier for food

Image dataset from Instagram of people wearing medical masks, no mask, or a non-medical (DIY) mask

fast.ai starter kit for Google Landmark Retrieval 2019 challenge

No description or website provided.

Notebooks for Fastai Viusal Guide

Deploy fastai models with Docker

Implement Differentiable Architecture Search (DARTS) for RNN with fastai

Genre Classification using Convolutional Neural Networks

Colab Compatible FastAI notebooks for NLP and Computer Vision Datasets

Deploy your Flask web app classifier on Heroku which is written using fastai library.

Kuzushiji Recognition Kaggle 2019. Build a DL model to transcribe ancient Kuzushiji into contemporary Japanese characters. Opening the door to a thousand years of Japanese culture.

digging the endless treasures of fastai

A fastai/PyTorch package for unpaired image-to-image translation.

🦅 Deep Learning awesome cheatsheet

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

Network Intrusion Detection System using Deep Learning Techniques

Use Unity to generate synthetic images for deep learning image segmentation in PyTorch and fastai

FasterAI: A repository for making smaller and faster models with the FastAI library.

Fast.AI course complete docker container for Paperspace and Gradient

Some notes, tutorials, and some experimentation with the fast.ai library (https://github.com/fastai/fastai)

sequence tagging for NER for ULMFiT

Plant Disease Detector Web Application

Detecting skin cancer in encrypted images with TensorFlow

Easily download, verify, and extract archives

My fastai blog

Deep learning computer vision for classifying wildlife in camera trap images

Implementation of ULMFit algorithm for text classification via transfer learning

Get Slack notifications while training FastAI models

ML model serving app based on APIs

The elegant integration of huggingface/nlp and fastai2 and handy transforms using pure huggingface/nlp

Language Modeling and Text Classification in Malayalam Language using ULMFiT

📖 [译] fast.ai 数值线性代数讲义 v2