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Search results for pytorch fastai

120 search results found

Fastai ⭐ 25,112

The fastai deep learning library

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

Labml ⭐ 1,771

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

Azureml Examples ⭐ 1,442

Official community-driven Azure Machine Learning examples, tested with GitHub Actions.

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

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

Spec_augment ⭐ 374

🔦 A Pytorch implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition

Fastai Ml Dl Notes Zh ⭐ 350

📖 [译] fast.ai 机器学习和深度学习中文笔记

Quick Nlp ⭐ 275

Pytorch NLP library based on FastAI

Electra_pytorch ⭐ 246

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

Fasterai ⭐ 226

FasterAI: Prune and Distill your models with FastAI and PyTorch

Timeseries_fastai ⭐ 224

fastai V2 implementation of Timeseries classification papers.

Minlora ⭐ 217

minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.

Snap N Eat ⭐ 204

Food detection and recommendation with deep learning

Plant_disease_detection ⭐ 192

Plant Disease Detector Web Application

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.

Indonesian Language Models ⭐ 126

Indonesian Language Models and its Usage

Walkwithfastai.github.io ⭐ 126

Host for https://walkwithfastai.com

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

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

Objectdetection ⭐ 104

Some experiments with object detection in PyTorch

Ulm Basenet ⭐ 97

Implementation of ULMFit algorithm for text classification via transfer learning

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

v1 of the fastai library. v2 is the current version. v1 is still supported for bug fixes, but will not receive new features.

ML model serving app based on APIs

Polyaxon Examples ⭐ 65

Code for tutorials and examples

Mobile Deep Learning Classifier ⭐ 63

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

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

Stagewise Knowledge Distillation ⭐ 60

Code implementation of Data Efficient Stagewise Knowledge Distillation paper.

Unityimagesynthesistutorial1 ⭐ 60

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

Examples ⭐ 60

📝 Examples of how to use Neptune for different use cases and with various MLOps tools

Book.fast.ai ⭐ 60

Information for readers of the fastai book

Google Retrieval Challenge 2019 Fastai Starter ⭐ 58

fast.ai starter kit for Google Landmark Retrieval 2019 challenge

Danbooru Pretrained ⭐ 55

Pretrained pytorch models for the Danbooru2018 dataset

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

Fai Notes ⭐ 52

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

Convolutional Neural Network for German Traffic Sign Recognition Benchmark

Image_tabular ⭐ 51

Integrate image and tabular data for deep learning

Autofocus ⭐ 49

Deep learning computer vision for classifying wildlife in camera trap images

Deepflash2 ⭐ 49

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

Nlp_notebooks ⭐ 46

Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.

IceData: Datasets Hub for the *IceVision* Framework

Dl_notebooks ⭐ 42

This repo contains all the notebooks mentioned in blog.

Vscode Pytorch ⭐ 39

Visual Studio Code (VS Code) extension offering code snippets when working with PyTorch.

Fasterai1 ⭐ 35

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

Fastai_xla_extensions ⭐ 34

A Python package to allow fastai to run on TPUs using Pytorch-XLA

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)

Fastai Pytorch Course Vienna ⭐ 28

Fastai v1 & PyTorch v1 Course in Vienna

Siren Fastai2 ⭐ 27

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

Deep Learning ⭐ 27

🦅 Deep Learning awesome cheatsheet

Pyheartex ⭐ 27

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

Water Classifier Fastai ⭐ 26

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

Fast Reinforcement Learning ⭐ 26

Important Note fastrl version 2 is being developed at fastrl. Note the link in the readme

Fastdebug ⭐ 26

In-place debugger for the fastai library and pytorch

Deepnipple ⭐ 21

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

Fastai_sequence_tagging ⭐ 21

sequence tagging for NER for ULMFiT

Manifoldmixup ⭐ 19

Manifold-Mixup implementation for fastai V1

Tensorboard In Fastai ⭐ 19

How to use tensorboard in fastai

Fastai Pytorch Course Vienna V2 ⭐ 18

fastai v3 part 2, fastai v2, and PyTorch v1 Course in Vienna v2

Fastai + PyTorch DDP in Jupyter Notebook

Course22 Web ⭐ 18

Website for Practical Deep Learning for Coders 2022

Rnn_darts_fastai ⭐ 17

Implement Differentiable Architecture Search (DARTS) for RNN with fastai

A fastai-like framework for training, tuning and probing pytorch models, which is compatible with pytorch_geometric and DGL.

fastrl is a reinforcement learning library that extends Fastai. This project is not affiliated with fastai or Jeremy Howard.

Ifood Challenge 2018 ⭐ 15

Trying the Ifood Challenge 2018

Music Genre Classification ⭐ 15

Genre Classification using Convolutional Neural Networks

Pytorch Handwritingctc ⭐ 13

CTC handwriting transcription model written in pytorch

Fastai Fall2018 ⭐ 12

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

Awesome Fastai ⭐ 11

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

Image Caption Generation Using Fastai ⭐ 11

Implemented image caption generation method propossed in Show, Attend, and Tell paper using the Fastai framework to describe the content of images. Achieved 24 BLEU score for Beam search size of 5. Designed a Web application for model deployment using the Flask framework.

Architectural Style Recognition ⭐ 10

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

Whisp - Environmental Sound Classifier

Wsi Preprocessing ⭐ 10

Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning

Genomics ⭐ 10

Deep learning in genomics

Diabetic Retnopathy Classification Convolutionalneuralnetwork ⭐ 9

A Deep Convolutional Neural Network for Diabetic Retinopathy classification

Ansible Ubu To Pytorch ⭐ 9

simple ansible playbook to take clean ubuntu 18.04 to CUDA 10, PyTorch 1.0, fastai, miniconda heaven

PyTorch helper code

C Fastai2019 ⭐ 8

fast.ai 2019 - https://course-v3.fast.ai/

A PyTorch and Fastai based implementation of Self-Organizing Maps.

Amazon Sagemaker Endpoint Deployment Of Siamese Network With Torchserve ⭐ 8

Twin Neural Network Training with PyTorch and fast.ai and its Deployment with TorchServe on Amazon SageMaker

Mlprojects ⭐ 8

Some of my ML projects and Kaggle competitions

DashAI provides a simple graphical user interface (GUI) that guides users through a step-by-step process through creating, training, and saving a model.

Kogpt2novel ⭐ 8

Generate novel text - novel finetuned from skt KoGPT2 base v2 - 한국어

Pytorch_transformers_fastai ⭐ 7

A small adjustment to fastai to use a pre-trained Pytorch_transformers model

Arcaneanimegan ⭐ 7

AnimeGAN2 trained on Arcane

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