140 Open Source Fastai Software Projects
Free and open source fastai code projects including engines, APIs, generators, and tools.
Github Covid19 Dashboard 1464 ⭐
A site that displays up to date COVID-19 stats, powered by fastpages.
Code_search 467 ⭐
Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"
Timeseriesai 1631 ⭐
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Multifit 280 ⭐
The code to reproduce results from paper "MultiFiT: Efficient Multi-lingual Language Model Fine-tuning" https://arxiv.org/abs/1909.04761
Tensordash 150 ⭐
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.
Mantisshrimp 555 ⭐
An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come
Richarddwang Electra_pytorch 237 ⭐
Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)
Data Science Notebooks 81 ⭐
Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.
Unityimagesynthesistutorial1 87 ⭐
Use Unity to generate synthetic images for deep learning image segmentation in PyTorch and fastai
Google Retrieval Challenge 2019 Fastai Starter 61 ⭐
fast.ai starter kit for Google Landmark Retrieval 2019 challenge
Fai Notes 58 ⭐
Some notes, tutorials, and some experimentation with the fast.ai library (https://github.com/fastai/fastai)
Fast.ai_notes 65 ⭐
:notebook: Notes for fast.ai courses: intro to ML, Practical DL and Cutting edge DL.
Coronavirus Mask Image Dataset 56 ⭐
Image dataset from Instagram of people wearing medical masks, no mask, or a non-medical (DIY) mask
Mobile Deep Learning Classifier 63 ⭐
Tutorial on building and deploying a Mobile Deep Learning Classifier for food
Stagewise Knowledge Distillation 106 ⭐
Code implementation of Data Efficient Stagewise Knowledge Distillation paper.
Benchmarking And Mli Experiments On The Adult Dataset 34 ⭐
Contains benchmarking and interpretability experiments on the Adult dataset using several libraries
Water Classifier Fastai 36 ⭐
Deploy your Flask web app classifier on Heroku which is written using fastai library.
2018 Cycle 2 29 ⭐
Contents covered in sessions of AI Saturdays (cycle 2) as well as relevant material for further study.
All Classifiers 2019 24 ⭐
A collection of computer vision projects for Acute Lymphoblastic Leukemia classification/early detection.
Fast Reinforcement Learning 37 ⭐
Important Note fastrl version 2 is being developed at fastrl. Note the link in the readme
Intel Scene Classification 17 ⭐
Solution of Intel scene classification problem | 95.4 % Accuracy | 5th rank
Mv Lab Kuzushiji Recognition 15 ⭐
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.
Colab_notebooks 38 ⭐
Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.
Diabetic Retnopathy Classification Convolutionalneuralnetwork 18 ⭐
A Deep Convolutional Neural Network for Diabetic Retinopathy classification
Fx_naivechartpredictions_using_fastai 12 ⭐
Predictions of long/short positions for FX trading done using state-of-the-art image recognition algorithms
Deep Learning For Animal Identification 16 ⭐
Animal Identification with Deep Convolutional Neural Networks and fast.ai library
Fastai4glams 15 ⭐
A study group for v4 of the fastai introduction to deep learning course with a focus on applications in GLAM settings
Breast Cancer Detection Using Deep Learning 20 ⭐
Experiments to show the usage of deep learning to detect breast cancer from breast histopathology images
Malaria Detection With Deep Learning 12 ⭐
Deep learning based solution to automatically analyze medical images for malaria testing
Skin Cancer Detection Transferlearning Fastai Flask 23 ⭐
Deep transfer learning-based skin cancer detection flask web app deployed on Heroku
Hugdatafast 17 ⭐
The elegant integration of huggingface/nlp and fastai2 and handy transforms using pure huggingface/nlp
Deep_learning Experiment 11 ⭐
All of my Deep Learning experiments have been summarized in this repository.It includes Pytorch tutorials, SoTA Neural Network classification ,Time Series Analysis, Collaborative Filtering . Hope you find this interesting. Check out my blog where I've provided a detail walkthrough of this repository.