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106 search results found

Fastai ⭐ 25,112

The fastai deep learning library

Fastbook ⭐ 19,737

The fastai book, published as Jupyter Notebooks

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Course22 ⭐ 1,878

The fast.ai course notebooks

Labml ⭐ 1,771

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

Fastai_deeplearn_part1 ⭐ 1,136

Notes for Fastai Deep Learning Course

Reloading ⭐ 950

Change Python code while it's running without losing state

Icevision ⭐ 823

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

Libreasr ⭐ 647

💬 An On-Premises, Streaming Speech Recognition System

Fastai.jl ⭐ 575

Repository of best practices for deep learning in Julia, inspired by fastai

Tutorials ⭐ 552

Code for some of my articles

Code_search ⭐ 474

Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"

Deep Learning ⭐ 430

A few notebooks about deep learning in pytorch

Fastai Ml Dl Notes Zh ⭐ 350

📖 [译] fast.ai 机器学习和深度学习中文笔记

Electra_pytorch ⭐ 246

Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)

Timeseries_fastai ⭐ 224

fastai V2 implementation of Timeseries classification papers.

Snap N Eat ⭐ 204

Food detection and recommendation with deep learning

Plant_disease_detection ⭐ 192

Plant Disease Detector Web Application

Deep Learning Random Explore ⭐ 172

Timmdocs ⭐ 158

Documentation for Ross Wightman's timm image model library

Pytorch Serverless ⭐ 146

FastAI PyTorch Serverless API (w/ AWS Lambda)

Fastaudio ⭐ 144

🔊 Audio and fastai v2

Tensordash ⭐ 139

TensorDash is an application that lets you remotely monitor your deep learning model's metrics and notifies you when your model training is completed or crashed.

Comet Examples ⭐ 131

Examples of Machine Learning code using Comet.ml

Awesome Fastai ⭐ 127

Curated lists of fastai resources: blog posts, twitter threads etc.

Indonesian Language Models ⭐ 126

Indonesian Language Models and its Usage

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

Fastai Extensions Repository ⭐ 121

A list of extensions for the fastai library.

Fastai Serving ⭐ 117

A Docker image for serving fast.ai models, mimicking the API of Tensorflow Serving

Web Deep Learning Classifier ⭐ 112

Deep Learning model to classify food (Web App)

Ml Dl Scripts ⭐ 106

The repository provides usefull python scripts for ML and data analysis

Fastai Course 1 ⭐ 98

Docker environment for fast.ai Deep Learning Course 1 at http://course.fast.ai

Deep_learning_explorations ⭐ 89

Codes and experiments while learning and exploring deep learning by personal curiosity and online courses

Data Science Notebooks ⭐ 86

Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.

Tgs Saltnet ⭐ 80

Kaggle | 21st place solution for TGS Salt Identification Challenge

Shot Type Classifier ⭐ 76

Detecting cinema shot types using a ResNet-50

Deeplearning Ids ⭐ 68

Network Intrusion Detection System using Deep Learning Techniques

Learning Deep ⭐ 65

All my deep learning notes: contains v1 of machine learning with Jeremy Howard, and v1 of Fastai Deep Learning 2018 part 1

Polyaxon Examples ⭐ 65

Code for tutorials and examples

I will implement Fastai in each projects present in this repository.

Mobile Deep Learning Classifier ⭐ 63

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

Unityimagesynthesistutorial1 ⭐ 60

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

Stagewise Knowledge Distillation ⭐ 60

Code implementation of Data Efficient Stagewise Knowledge Distillation paper.

Book.fast.ai ⭐ 60

Information for readers of the fastai book

Code Intelligence ⭐ 55

ML-Powered Developer Tools, using Kubeflow

Fastxtend ⭐ 53

Train fastai models faster (and other useful tools)

Amazon Sagemaker Endpoint Deployment Of Fastai Model With Torchserve ⭐ 53

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

Fast.ai_notes ⭐ 53

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

Fai Notes ⭐ 52

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

Image_tabular ⭐ 51

Integrate image and tabular data for deep learning

Convolutional Neural Network for German Traffic Sign Recognition Benchmark

Autofocus ⭐ 49

Deep learning computer vision for classifying wildlife in camera trap images

Timeseries ⭐ 49

Time Series package for fastai v2

Deepflash2 ⭐ 49

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

IceData: Datasets Hub for the *IceVision* Framework

Dl_notebooks ⭐ 42

This repo contains all the notebooks mentioned in blog.

Duckgoose ⭐ 38

Utils for fast.ai course

Fasterai1 ⭐ 35

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

Servefastai ⭐ 33

Serve FastAI models and get a web-based UI with a single line of code

Fastai_deep_learning_course_part2_v3 ⭐ 32

My projects for fast.ai's Deep Learning from the Foundations course (fast.ai part2v3)

Fastai_notes ⭐ 30

My classnotes, experiments, reproducible notebooks from fast.ai Deep Learning Class (v2)

2018 Cycle 2 ⭐ 29

Contents covered in sessions of AI Saturdays (cycle 2) as well as relevant material for further study.

Is It Huggable ⭐ 28

An image classifier to classify things as huggable or not.

Deep Learning ⭐ 27

🦅 Deep Learning awesome cheatsheet

Pyheartex ⭐ 27

Heartex Python SDK - Connect your own models to Heartex Data Labeling

Siren Fastai2 ⭐ 27

Unofficial implementation of 'Implicit Neural Representations with Periodic Activation Functions'

Epoching Blog ⭐ 26

Yet Another Deep Learning Blog :)

Water Classifier Fastai ⭐ 26

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

Freesound Audio Tagging 2019 ⭐ 25

Kaggle Freesound Audio Tagging 2019 Competition Solution

Deepnipple ⭐ 21

State-of-the-art nipple detection algorithm and dataset ⚙️

Fastai Deep Learning From The Foundations Twiml Study Group ⭐ 20

Review materials for the TWiML Study Group. Contains annotated versions of the original Jupyter noteboooks (look for names like *_jcat.ipynb ), slide decks from weekly Zoom meetups, etc.

Identify_the_animal ⭐ 20

1st place solution of Deep Learning Beginner Challenge

Fastai_treasures ⭐ 20

digging the endless treasures of fastai

Manifoldmixup ⭐ 19

Manifold-Mixup implementation for fastai V1

Course22 Web ⭐ 18

Website for Practical Deep Learning for Coders 2022

R_neural_network_deep_learning ⭐ 17

This is a curated list of libraries and frameworks for Neural network and deep learning in R

School Of Ai Beijing ⭐ 17

School of AI 北京

Animation Classification ⭐ 16

Deep learning model to identify a scene/character from 10 different animated movies

Citeseq_autoencoder ⭐ 16

Integrative analysis of single-cell multi-omics data using deep learning

Music Genre Classification ⭐ 15

Genre Classification using Convolutional Neural Networks

Deep learning library that builds on and extends Microsoft CNTK

Hugdatafast ⭐ 14

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

Fastai_slack ⭐ 14

Get Slack notifications while training FastAI models

Covid 19 Classifier ⭐ 13

A fastai2 based Covid-19 classifier

Kuzushiji Recognition ⭐ 13

Kuzushiji Recognition Kaggle 2019. Opening the door to a thousand years of Japanese culture

Fastai4glams ⭐ 13

A study group for v4 of the fastai introduction to deep learning course with a focus on applications in GLAM settings

German2vec ⭐ 13

Language Model and Text Classification for German Language using Deep Learning

Fastai Fall2018 ⭐ 12

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

Presidential ⭐ 12

Intel Scene Classification ⭐ 12

Solution of Intel scene classification problem | 95.4 % Accuracy | 5th rank

Awesome Fastai ⭐ 11

collection of fastai resources: blog posts, twitter threads etc.

Malaria Detection With Deep Learning ⭐ 11

Deep learning based solution to automatically analyze medical images for malaria testing

Asl Live Predictor ⭐ 11

ASL live classification using fastai library and opencv

Fastai_dl2019p2 ⭐ 10

Deep Learning Part 2, 2019 edition - transcriptions, screenshots and notebooks

Breast Cancer Detection Using Deep Learning ⭐ 10

Experiments to show the usage of deep learning to detect breast cancer from breast histopathology images

Architectural Style Recognition ⭐ 10

ArchitecturalStyle Recognition is a image classifier of 25 different architectural styles, using deep learning.

Whisp - Environmental Sound Classifier

Genomics ⭐ 10

Deep learning in genomics

Fastai2 Vision App ⭐ 10

Starter Pack for creating fast responsive Web App for FastAI Version 2 Vision models

Diabetic Retnopathy Classification Convolutionalneuralnetwork ⭐ 9

A Deep Convolutional Neural Network for Diabetic Retinopathy classification

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