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Search results for fastai

359 search results found

Fastai Petfinder ⭐ 52

Merging image, tabular and text data in a neural network with fastai

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

Cifar10_docker ⭐ 51

Timeseries ⭐ 49

Time Series package for fastai v2

Deepflash2 ⭐ 49

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

Autofocus ⭐ 49

Deep learning computer vision for classifying wildlife in camera trap images

Rsna Intracranial ⭐ 47

Protein Atlas Fastai ⭐ 46

Code for training a Resnet model for the Human Protein Atlas Image Classification competition

Nlp_notebooks ⭐ 46

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

IceData: Datasets Hub for the *IceVision* Framework

Paq 2 Piq ⭐ 44

Source code for "From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality"

Fastai_sparse ⭐ 42

3D augmentation and transforms of 2D/3D sparse data, such as 3D triangle meshes or point clouds in Euclidean space. Extension of the Fast.ai library to train Sub-manifold Sparse Convolution Networks

Fastai Course Korean ⭐ 42

korean translation + more examples for fastai course contents

Dl_notebooks ⭐ 42

This repo contains all the notebooks mentioned in blog.

Fastai Shell ⭐ 41

A workflow to setup and use fastai on Google Cloud Platfrom

A way to use N-Beats in fastai for sequence data

Tgs Saltidentification Open Solution Fastai ⭐ 40

Vscode Pytorch ⭐ 39

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

Fpl Prediction ⭐ 39

Duckgoose ⭐ 38

Utils for fast.ai course

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

Deep learning library for biological sequences. Extension of Fastai and Pytorch.

Servefastai ⭐ 33

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

Superpiano ⭐ 32

Absolutely amazing SOTA Google Colab (Jupyter) Notebooks for creating/training SOTA Music AI models and for generating music with Transformer technology (Google XLNet/Transformer-XL)

Fastai_deep_learning_course_part2_v3 ⭐ 32

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

Benchmarking And Mli Experiments On The Adult Dataset ⭐ 32

Contains benchmarking and interpretability experiments on the Adult dataset using several libraries

Stanford Cars ⭐ 31

Learning computer vision by striving to maximise accuracy on the Stanford Cars dataset

Fastai_notes ⭐ 30

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

Fastai2 Tabular Baselines ⭐ 30

A few baselines with a standard tabular model

Tinykernel ⭐ 30

A minimal Python kernel so you can run Python in your Python

Fastkaggle ⭐ 30

Kaggling for fast kagglers!

110k Dutch Book Reviews Dataset for Sentiment Analysis

2018 Cycle 2 ⭐ 29

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

Fastdownload ⭐ 29

Easily download, verify, and extract archives

Coronavirus Mask Image Dataset ⭐ 28

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

Fastai Pytorch Course Vienna ⭐ 28

Fastai v1 & PyTorch v1 Course in Vienna

Is It Huggable ⭐ 28

An image classifier to classify things as huggable or not.

Fastaiv2keras ⭐ 27

This is an implementation of the fastai part1 v2 course in Keras

Siren Fastai2 ⭐ 27

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

Pyheartex ⭐ 27

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

Deep Learning ⭐ 27

🦅 Deep Learning awesome cheatsheet

Fastai2_extensions ⭐ 26

Extensions for the `fastai2` library in the form of data augmentations and inference utilities. Specific to computer vision models. Inference utilities are built with a focus on single-label (softmax) classifiers.

Water Classifier Fastai ⭐ 26

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

Fastdebug ⭐ 26

In-place debugger for the fastai library and pytorch

Epoching Blog ⭐ 26

Yet Another Deep Learning Blog :)

Fast Reinforcement Learning ⭐ 26

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

Fastai Rails ⭐ 25

a library of easily downloadable datasets with animal vocalizations (audio)

Freesound Audio Tagging 2019 ⭐ 25

Kaggle Freesound Audio Tagging 2019 Competition Solution

Ohmeow_website ⭐ 25

Fastai Nbstripout ⭐ 24

much faster nbstripout and autotrust notebooks local git configuration

Fastai Experiments And Tips ⭐ 24

My experiments and progress within various fastai applications

Fastai Tensorboard Callback ⭐ 24

Tensorboard callback for fastai

All Classifiers 2019 ⭐ 24

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

Mlt X Fastai ⭐ 23

Fast.ai study sessions organized by MLT.

Portfolio ⭐ 23

Personal site of Sayak Paul. Deployed here 👉

Encrypted Skin Cancer Detection ⭐ 23

Detecting skin cancer in encrypted images with TensorFlow

Lrfinder ⭐ 22

Learning Rate Finder (or LRFinder) Callback for Keras. Implementation as close as possible of FastAI.

Fastai Tabular Text Demo ⭐ 22

fastai tabular and text combination model

Lib2nbdev ⭐ 22

Library for converting non-nbdev libraries and projects to nbdev

Fastai Visual Guide ⭐ 22

Notebooks for Fastai Viusal Guide

Deepnipple ⭐ 21

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

Fastai_sequence_tagging ⭐ 21

sequence tagging for NER for ULMFiT

Fastai_resources ⭐ 20

Fastai resources

Fastai_treasures ⭐ 20

digging the endless treasures of fastai

Identify_the_animal ⭐ 20

1st place solution of Deep Learning Beginner Challenge

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.

Fastblog ⭐ 20

Manifoldmixup ⭐ 19

Manifold-Mixup implementation for fastai V1

Ntentional ⭐ 19

The ntentional blog - a machine learning journey

Tensorboard In Fastai ⭐ 19

How to use tensorboard in fastai

Fastai + PyTorch DDP in Jupyter Notebook

Course22 Web ⭐ 18

Website for Practical Deep Learning for Coders 2022

Chestx Ray 14 ⭐ 18

Segmentation Guided Thoracic Classification

Fastai Pytorch Course Vienna V2 ⭐ 18

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

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

Rnn_darts_fastai ⭐ 17

Implement Differentiable Architecture Search (DARTS) for RNN with fastai

Enhance App ⭐ 17

Demo web app for image resolution enhancement using fast.ai

Fastai Docker Deploy ⭐ 17

Deploy fastai models with Docker

Git Tools ⭐ 16

Tools to make git easier to use and to avoid the learning curve

Fastpractice ⭐ 16

Exercises for FastAI v2

Animation Classification ⭐ 16

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

Deep Learning Experiments Implemented Using Google Colab ⭐ 16

Colab Compatible FastAI notebooks for NLP and Computer Vision Datasets

Fastai Colab ⭐ 16

Porting of fast.ai python notebooks classes for Google Colab platform

Yuv_2_rgb ⭐ 16

Full working example of YUV to RGB transform in Dart with native code(Java)

Citeseq_autoencoder ⭐ 16

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

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

N Channeled Input Unet Fastai ⭐ 16

This Repository contains a modified version of unet_learner function from fastai library which you can use to define a unet with more/less number of channels than 3 (Default in all ResNet like networks)

Ifood Challenge 2018 ⭐ 15

Trying the Ifood Challenge 2018

Audiotagging2019 ⭐ 15

6th place solution to Freesound Audio Tagging 2019 kaggle competition

Yandex Algorithm Ml Track 2018 ⭐ 15

Multilabel Ulmfit ⭐ 15

Multi-label aviation safety narratives classification

Ulmfit4de ⭐ 15

ULMFiT Method for German Language

101-200 of 359 search results

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