fastai-v3

There are 1 repository under fastai-v3 topic.

Sebastian-Schuchmann / ChurrosSamosaClassifier
A template to train and deploy your own food models with PyTorch/FastAI. As an example I have built a churros-samosa-classifier.
fastai fastai-tutorials fastai-v3 machine-learning neural-networks pytorch template
Language:Jupyter Notebook 31
Fastai-Deep-Learning-From-the-Foundations-TWiML-Study-Group
jcatanza / Fastai-Deep-Learning-From-the-Foundations-TWiML-Study-Group
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.
deep-learning deep-neural-networks fastai-v3 cnn callbacks batchnorm augmentation rnn optimizer cyclegan-pytorch nlp swift tensorflow ulmfit audio mixup
Language:Jupyter Notebook 26
dnmanveet / Fruit_classifier_app
Deploying FastAI model(Fruit Classifier) on an android and ios app using flutter
android-application android-app fastai fastai-v3 fastai-github fastai-library render flutter-apps flutter deeple webapplication artif mach ios-app android-studio android-development image-classification-website fruits fruits-and-vegetables
Language:Dart 5
rushi-the-neural-arch / Research-Paper-Implementation
My PyTorch Implemenation of various Deep Learning Research Papers
pytorch pytorch-implementation pytorch-cnn research-project pytorch-segmentation deeplab-semantic-segmentation fastai-v3
Language:Jupyter Notebook 4
dnmanveet / Predict-the-next-word-of-a-sentence
ai machine-learning deep-learning resnet-34 reccurent-neural-network artificial-intelligence fastai neural-network convolutional-neural-networks datascience image-classification imagerecognition image-recognition supervised-learning unsupervised-learning fastai-github fastai-v3 fastai-library
Language:Jupyter Notebook 3
SaiJeevanPuchakayala / ChromaticScan
A ResNet 34-based Algorithm for Robust Plant Disease Detection with 99.2% Accuracy Across 39 Different Classes of Plant Leaf Images.
bioinformatics cnn convolutional-neural-networks fastai fastai-v3 final-project final-year-project image-processing machine-learning machine-learning-algorithms paper-implementations plant-disease plant-disease-detection project python resnet-34 tensorflow transfer-learning
Language:Jupyter Notebook 2
ThinamXx / ImageClassification_DataAugmentation_CNN
This repository presents the Implementation of Convolutional Neural Netwoks along with ResNet by using Fast.ai from scratch.
fastai-v3 resnet-50 resnet-34 python3 classification-model
Language:Python 2
adityarc19 / Semantic-Image-Segmentation-on-CamVid-dataset
This is a project on semantic image segmentation using CamVid dataset, implemented through the FastAI framework.
python3 fastai-v3 image-segmentation pytorch camvid-dataset googlecolab gpu deep-neural-networks transfer-learning unet-image-segmentation
Language:Jupyter Notebook 1
cooperhammond / your-technocrats
:pray: :alien: :sweat_drops: An excuse to use deep learning
python fastai fastai-v3 deep-learning
Language:Jupyter Notebook 1
dnmanveet / ASL-Alphabet-Prediction
deep-learning ai artifi conv image-classification machine fastai fastai-v3 fastai-github fastai-library supervised-learning unsupervised-learning machine-learning classification kaggle-dataset kaggle-competition kaggle compute resnet-50 resnet34
Language:Jupyter Notebook 1
dnmanveet / Distracted-Driver-Detection
ai computer-vision convolutional-neural-networks dataset deep-learning fastai fastai-library fastai-v3 image image-classification image-recognition kaggle kaggle-competition kaggle-dataset machine-learning predictions resnet-34 resnet-50
Language:Jupyter Notebook 1
HopeMoloko / Waste-Management-AI
Using Fastai to build a Waste management ai. [In progress]
fastai-v3 waste-management-system
Language:Jupyter Notebook 1
Jash271 / Plant-Seedling-Weed-Detection
Used Fastai to detect weed and different classes of seedlings from seedling photos, Resnet50 as the transfer learning model
fastai-v3 deep-learning convolutional-neural-networks transfer-learning resnet50
Language:Jupyter Notebook 1
rapha18th / MLND-Capstone
Plant Disease Detection Project
fastai-v3 image-classification pytorch udacity-machine-learning-nanodegree
Language:Jupyter Notebook 1
daxliar / fastai-exercise-01
Simple exercise to train a network to detect a PS4 game from a screenshot
exercice fastai-v3 ps4 resnet34
Language:Jupyter Notebook 0
heet9022 / Ethnicity-Classifier
Classifies among three ethnic groups : Indian, African and Chinese ethnicity.
fastai-v3 ethnicity-classifier
Language:Jupyter Notebook 0
heet9022 / Facial-Expression-Recognition
Solution to Facial Expression Recognition Kaggle Challenge (FER 2013)
fer2013 kaggle-competition fastai-v3
Language:Jupyter Notebook 0
Niteeshaballa / fastai-practice
State-of-the-art models
deep-learning fastai-v3 state-of-the-art-models
Language:Jupyter Notebook 0
omarragi9 / Deep-Learning-from-the-Foundations
fastai-v3 fastai pytorch python machine-learning jupyter-notebook mooc machine-learning-course deep-learning data-science
Language:Jupyter Notebook 0
spreusler / skin-cancer-isic
Contains about 600 Images of the ISIC dataset and a ResNet-50 implementation with fast.ai
classification fastai-v3 resnet-50 skin-cancer
Language:Jupyter Notebook 0
ahan98 / fastai
A collection of my Jupyter notebooks and other educational materials, done alongside fast.ai's Practical Deep Learning for Coders (v3) course.
deep-learning deep-neural-networks machine-learning fastai fastai-v3
Language:Jupyter Notebook
arafathnihar / fastai-singularity
singularity container for fastai-v3
fastai-v3 singularity container virtualenv pip
daniloaleixo / PT-Language-Model
Portuguese Language Model created with Wikipedia texts
fastai fastai-v3 language-model language-learning lstm-neural-networks neural-networks transfer-learning
Language:Jupyter Notebook
dnmanveet / Fruit-Classification
ai arti classification computer-vision convolutional-neural-networks dataset deep-learning fastai fastai-github fastai-library fastai-v3 image-classification kaggle kaggle-competition kaggle-dataset mach neural-network resnet-34 supervised-learning unsupervised-learning
Language:Jupyter Notebook
dnmanveet / Memes-Quotes-and-FilmPoster-classification
ai artificial-intelligence convolutional-neural-networks data-science dataset deep-learning fastai fastai-library fastai-tutorials fastai-v3 film-poster machine-learning memes neural-network quotes recurrent-neural-networks supervised-learning unsupervised-learning
Language:Jupyter Notebook
itsayushthada / FastAI2019
This repository created to practice fastai module as well as to benchmark the dataset for various tasks using it. Though I'm following Jeremy Howard's session for now, but I've some other plans for it.
fastai-v3 devnagiri tutorial-code cnn-model
Language:Jupyter Notebook
MohamedAskar / Fast.ai
fastai fastai-v3 machine-learning classification deep-learning resnet pytorch
Language:Jupyter Notebook
nakshatrasinghh / fastai-render
Deploy fastai models using render for efficient model serving.
fastai-v3 python3 render rest-api
Language:Python
Rohitv97 / Diagnosing-TB
Using Neural Networks on Chest Xrays to find abnormal and normal xrays to diagnose for Pulmonary Tuberculosis
tuberculosis shenzhen chest-xrays chest-radiographs pytorch fastai fastai-v3 cnn image-classfication deep-neural-networks deep-learning python3 jupyter-notebook
Language:Jupyter Notebook
xman14 / Insurance-claim-prediction
categorical-features tabular-data deep-learning machine-learning fastai-v3 xgboost
Language:Jupyter Notebook
zhabib3 / FastAi
A repo for all my practice notebooks following fastai v3 deep learning course
deep-learning fastai-v3 machine-learning neural-network python
Language:Jupyter Notebook

fastai-v3

Sebastian-Schuchmann / ChurrosSamosaClassifier

jcatanza / Fastai-Deep-Learning-From-the-Foundations-TWiML-Study-Group

dnmanveet / Fruit_classifier_app

rushi-the-neural-arch / Research-Paper-Implementation

dnmanveet / Predict-the-next-word-of-a-sentence

SaiJeevanPuchakayala / ChromaticScan

ThinamXx / ImageClassification_DataAugmentation_CNN

adityarc19 / Semantic-Image-Segmentation-on-CamVid-dataset

cooperhammond / your-technocrats

dnmanveet / ASL-Alphabet-Prediction

dnmanveet / Distracted-Driver-Detection

HopeMoloko / Waste-Management-AI

Jash271 / Plant-Seedling-Weed-Detection

rapha18th / MLND-Capstone

daxliar / fastai-exercise-01

heet9022 / Ethnicity-Classifier

heet9022 / Facial-Expression-Recognition

Niteeshaballa / fastai-practice

omarragi9 / Deep-Learning-from-the-Foundations

spreusler / skin-cancer-isic

ahan98 / fastai

arafathnihar / fastai-singularity

daniloaleixo / PT-Language-Model

dnmanveet / Fruit-Classification

dnmanveet / Memes-Quotes-and-FilmPoster-classification

itsayushthada / FastAI2019

MohamedAskar / Fast.ai

nakshatrasinghh / fastai-render

Rohitv97 / Diagnosing-TB

xman14 / Insurance-claim-prediction

zhabib3 / FastAi