links and status of cool gradio demos

Last update: Dec 30, 2022

Related tags

Deep Learning awesome-demos

Overview

awesome-demos

This is a list of some wonderful demos & applications built with Gradio. Here's how to contribute yours!

🖊️ Natural language processing

Demo name (link to demo)	input type(s)	output type(s)	status badge
ruDALL-E	Text	Image
Mandarin Text-to-Speech (TTS)	Text	Audio
Multilingual Summarization model (MLSUM)	Radio, Text	Text
News Summarizer	Text	Text
KoGPT	Text	Text
Sentiment Histogram For Turkish	Text	Image
GPT-J-6B	Text	Text
Adverse Drug Reaction Xtractor	Text	HTML
Neural Search Engine	Text	Text
E-Coicop-food-classifier	Text	Text
twitter_emotions	Text	Label
Language Detector	Text	Label
Question Answering in English, Spanish and Basque	Text	Text
Table Question Answering (TAPAS)	Text, CSV	JSON, Dataframe
Song Genre Predictor	Text	Label

📷 Computer vision

Demo name (link to demo)	input type(s)	output type(s)	status badge
ruDALL-E	Text	Image
Animeganv2	Image	Image
Bytetrack	Image	Image
Anime Face Detector	Image, Slider	Image
super-image	Image, Radio, Dropdown	Image
Pet Breed Classifier	Image	Label
LayoutLMv2	Image	Image
Yolov5	Image	Image
VQGAN + CLIP	Text, Image, Slider, Number	Image, Video
CLIP Guided Diffusion	Text, Image, Slider, Number	Image, Video
BlendGAN	Image, Slider	Image
SAHI + YOLOv5	Image, Number, Dropdown, Checkbox	Image
Pose Estimation for Humans, Vehicles and Animals	Image, Radio, Checkbox	Image
Convolutional Hough Matching Networks	Image, Slider	Image
CRAFT-OCR	Image	Image, Text
AnimeGANv2 for Videos	Video, Slider	Video
CLIP Image Search	Image, Radio, Text	Image

🔬 Science

Demo name (link to demo)	input type(s)	output type(s)	status badge
MolDesigner	Text, Image, Dropdown	Text

💊 Medicine

Demo name (link to demo)	input type(s)	output type(s)	status badge
Echocardiogram-Segmentation	Image	Image
Adverse Drug Reaction Xtractor	Text	HTML
Sartorius Cell Instance Segmentation (detectron2)	Image	Image
Cell Instance Segmentation (MMDetection)	Image	Image

🎵 Audio processing

Demo name (link to demo)	input type(s)	output type(s)	status badge
Mandarin Text-to-Speech (TTS)	Text	Audio
Demucs	Audio	Audio
XLS-R 2B 22-to-16 Speech Translation	Audio, Dropdown	Text
YourTTS	Audio, Dropdown, Textbox	Audio

🔢 Math

Demo name (link to demo)	input type(s)	output type(s)	status badge
GP Posterior Approximation with Transformers	Dataframe, Radio	Text, Image

🤗 Fun

Demo name (link to demo)	input type(s)	output type(s)	status badge
Animeganv2	Image	Image
AnimeGANv2 for Videos	Video, Slider	Video
Anime Face Detector	Image, Slider	Image
Song Genre Predictor	Text	Label

Owner

Gradio

Gradio's products help machine learning teams excel

Gradio

GitHub Repository

Pytorch implementation of the paper DocEnTr: An End-to-End Document Image Enhancement Transformer.

DocEnTR Description Pytorch implementation of the paper DocEnTr: An End-to-End Document Image Enhancement Transformer. This model is implemented on to

74 Jan 07, 2023

code for paper "Not All Unlabeled Data are Equal: Learning to Weight Data in Semi-supervised Learning" by Zhongzheng Ren, Raymond A. Yeh, Alexander G. Schwing.

Not All Unlabeled Data are Equal: Learning to Weight Data in Semi-supervised Learning Overview This code is for paper: Not All Unlabeled Data are Equa

22 Nov 23, 2022

An unopinionated replacement for PyTorch's Dataset and ImageFolder, that handles Tar archives

Simple Tar Dataset An unopinionated replacement for PyTorch's Dataset and ImageFolder classes, for datasets stored as uncompressed Tar archives. Just

47 Dec 20, 2022

B2EA: An Evolutionary Algorithm Assisted by Two Bayesian Optimization Modules for Neural Architecture Search

B2EA: An Evolutionary Algorithm Assisted by Two Bayesian Optimization Modules for Neural Architecture Search This is the offical implementation of the

0 Feb 07, 2022

Segmentation and Identification of Vertebrae in CT Scans using CNN, k-means Clustering and k-NN

Segmentation and Identification of Vertebrae in CT Scans using CNN, k-means Clustering and k-NN If you use this code for your research, please cite ou

41 Dec 08, 2022

YOLOX_AUDIO is an audio event detection model based on YOLOX

YOLOX_AUDIO is an audio event detection model based on YOLOX, an anchor-free version of YOLO. This repo is an implementated by PyTorch. Main goal of YOLOX_AUDIO is to detect and classify pre-defined

77 Dec 19, 2022

Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation

SimplePose Code and pre-trained models for our paper, “Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation”, a

256 Dec 24, 2022

Volumetric Correspondence Networks for Optical Flow, NeurIPS 2019.

VCN: Volumetric correspondence networks for optical flow [project website] Requirements python 3.6 pytorch 1.1.0-1.3.0 pytorch correlation module (opt

144 Dec 06, 2022

Self-Supervised Speech Pre-training and Representation Learning Toolkit.

What's New Sep 2021: We host a challenge in AAAI workshop: The 2nd Self-supervised Learning for Audio and Speech Processing! See SUPERB official site

1.6k Jan 08, 2023

Generate Contextual Directory Wordlist For Target Org

PathPermutor Generate Contextual Directory Wordlist For Target Org This script generates contextual wordlist for any target org based on the set of UR

8 Jun 23, 2021

Kaggleship: Kaggle Notebooks

Kaggleship: Kaggle Notebooks This repository contains my Kaggle notebooks. They are generally about data science, machine learning, and deep learning.

1 Jan 25, 2022

ElasticFace: Elastic Margin Loss for Deep Face Recognition

This is the official repository of the paper: ElasticFace: Elastic Margin Loss for Deep Face Recognition Paper on arxiv: arxiv Model Log file Pretrain

113 Dec 14, 2022

Blender scripts for computing geodesic distance

GeoDoodle Geodesic distance computation for Blender meshes Table of Contents Overivew Usage Implementation Overview This addon provides an operator fo

20 Jun 08, 2022

A package to predict protein inter-residue geometries from sequence data

trRosetta This package is a part of trRosetta protein structure prediction protocol developed in: Improved protein structure prediction using predicte

185 Jan 07, 2023

Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".

AgentFormer This repo contains the official implementation of our paper: AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecast

161 Dec 23, 2022

Neural network for digit classification powered by cuda

cuda_nn_mnist Neural network library for digit classification powered by cuda Resources The library was built to work with MNIST dataset. python-mnist

1 Dec 20, 2021

[LREC] MMChat: Multi-Modal Chat Dataset on Social Media

MMChat This repo contains the code and data for the LREC2022 paper MMChat: Multi-Modal Chat Dataset on Social Media. Dataset MMChat is a large-scale d

47 Jan 03, 2023

Reading list for research topics in Masked Image Modeling

awesome-MIM Reading list for research topics in Masked Image Modeling(MIM). We list the most popular methods for MIM, if I missed something, please su

231 Dec 07, 2022

A curated list of automated deep learning (including neural architecture search and hyper-parameter optimization) resources.

Awesome AutoDL A curated list of automated deep learning related resources. Inspired by awesome-deep-vision, awesome-adversarial-machine-learning, awe

2k Dec 30, 2022

QilingLab challenge writeup

qiling lab writeup shielder 在 2021/7/21 發布了 QilingLab 來幫助學習 qiling framwork 的用法，剛好最近有用到，順手解了一下並寫了一下 writeup。前情提要 Qiling 是一款功能強大的模擬框架，和 qemu user mode

17 Nov 17, 2022