71 Open source projects that are alternatives of or similar to hugdatafast

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

Get Slack notifications while training FastAI models

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Network Intrusion Detection System using Deep Learning Techniques

Triple Branch BERT Siamese Network for fake news classification on LIAR-PLUS dataset in PyTorch

Docker images for fastai

Easily download, verify, and extract archives

Create delightful python projects using Jupyter Notebooks

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

Genre Classification using Convolutional Neural Networks

🦅 Deep Learning awesome cheatsheet

🤗 ParsBERT Persian NER Tasks

A non-ending collection of jupyter notebooks

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

The 3rd edition of course.fast.ai

Plant Disease Detector Web Application

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

Deep learning computer vision for classifying wildlife in camera trap images

Graphsignal Python agent

Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.

Deploy fastai models with Docker

Zero administration inference with AWS Lambda for 🤗

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

Chef Transformer 🍲 .

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

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

🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.

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

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

Super easy library for BERT based NLP models

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

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

Fast.AI course complete docker container for Paperspace and Gradient

DrFAQ is a plug-and-play question answering NLP chatbot that can be generally applied to any organisation's text corpora.

sequence tagging for NER for ULMFiT

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

Detecting skin cancer in encrypted images with TensorFlow

The fastai deep learning library

My fastai blog

fast.ai starter kit for Google Landmark Retrieval 2019 challenge

Implementation of ULMFit algorithm for text classification via transfer learning

Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeed

ML model serving app based on APIs

Notebooks for Fastai Viusal Guide

Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.

IceData: Datasets Hub for the *IceVision* Framework

Emotion recognition in conversation

Implement Differentiable Architecture Search (DARTS) for RNN with fastai

KAREN: Unifying Hatespeech Detection and Benchmarking

An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace

Colab Compatible FastAI notebooks for NLP and Computer Vision Datasets

Conversational text Analysis using various NLP techniques

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

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.

Language Modeling and Text Classification in Malayalam Language using ULMFiT

📖 [译] fast.ai 数值线性代数讲义 v2

The fastai book, published as Jupyter Notebooks

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

digging the endless treasures of fastai