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

Direct application of DALLE-2 to video synthesis, using factored space-time Unet and Transformers

DALLE2 Video (wip) ** only to be built after DALLE2 image is done and replicated, and the importance of the prior network is validated ** Direct appli

105 May 15, 2022

Pytorch Implementation for NeurIPS (oral) paper: Pixel Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation

Pixel-Level Cycle Association This is the Pytorch implementation of our NeurIPS 2020 Oral paper Pixel-Level Cycle Association: A New Perspective for D

87 Oct 19, 2022

LERP : Label-dependent and event-guided interpretable disease risk prediction using EHRs

LERP : Label-dependent and event-guided interpretable disease risk prediction using EHRs This is the code for the LERP. Dataset The dataset used is MI

5 Jun 18, 2022

Unofficial implement with paper SpeakerGAN: Speaker identification with conditional generative adversarial network

Introduction This repository is about paper SpeakerGAN , and is unofficially implemented by Mingming Huang ( 7 Jan 03, 2023

Universal Probability Distributions with Optimal Transport and Convex Optimization

Sylvester normalizing flows for variational inference Pytorch implementation of Sylvester normalizing flows, based on our paper: Sylvester normalizing

172 Dec 13, 2022

Finetune SSL models for MOS prediction

Finetune SSL models for MOS prediction This is code for our paper under review for ICASSP 2022: "Generalization Ability of MOS Prediction Networks" Er

32 Nov 22, 2022

torchsummaryDynamic: support real FLOPs calculation of dynamic network or user-custom PyTorch ops

torchsummaryDynamic Improved tool of torchsummaryX. torchsummaryDynamic support real FLOPs calculation of dynamic network or user-custom PyTorch ops.

1 Jan 07, 2022

Text to image synthesis using thought vectors

Text To Image Synthesis Using Thought Vectors This is an experimental tensorflow implementation of synthesizing images from captions using Skip Though

2.1k Jan 05, 2023

《Rethinking Sptil Dimensions of Vision Trnsformers》(2021)

Rethinking Spatial Dimensions of Vision Transformers Byeongho Heo, Sangdoo Yun, Dongyoon Han, Sanghyuk Chun, Junsuk Choe, Seong Joon Oh | Paper NAVER

224 Dec 27, 2022

Official implementation of Self-supervised Graph Attention Networks (SuperGAT), ICLR 2021.

SuperGAT Official implementation of Self-supervised Graph Attention Networks (SuperGAT). This model is presented at How to Find Your Friendly Neighbor

127 Dec 28, 2022

The comma.ai Calibration Challenge!

Welcome to the comma.ai Calibration Challenge! Your goal is to predict the direction of travel (in camera frame) from provided dashcam video. This rep

697 Jan 05, 2023

Implementation of our recent paper, WOOD: Wasserstein-based Out-of-Distribution Detection.

WOOD Implementation of our recent paper, WOOD: Wasserstein-based Out-of-Distribution Detection. Abstract The training and test data for deep-neural-ne

8 Dec 24, 2022

A library for preparing, training, and evaluating scalable deep learning hybrid recommender systems using PyTorch.

collie Collie is a library for preparing, training, and evaluating implicit deep learning hybrid recommender systems, named after the Border Collie do

96 Dec 29, 2022

Equipped customers with insights about their EVs Hourly energy consumption and helped predict future charging behavior using LSTM model

Equipped customers with insights about their EVs Hourly energy consumption and helped predict future charging behavior using LSTM model. Designed sample dashboard with insights and recommendation for

2 Apr 07, 2022

Official PyTorch implementation of "Improving Face Recognition with Large AgeGaps by Learning to Distinguish Children" (BMVC 2021)

Inter-Prototype (BMVC 2021): Official Project Webpage This repository provides the official PyTorch implementation of the following paper: Improving F

16 Jun 30, 2022

A blender add-on that automatically re-aligns wrong axis objects.

Auto Align A blender add-on that automatically re-aligns wrong axis objects. Usage There are three options available in the 3D Viewport Sidebar It

29 Nov 25, 2022

Prml - Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

Pattern Recognition and Machine Learning (PRML) This project contains Jupyter notebooks of many the algorithms presented in Christopher Bishop's Patte

1k Jan 07, 2023

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR and this repo is a mirror of BasicSR.

EDVR has been merged into BasicSR. This GitHub repo is a mirror of BasicSR. Recommend to use BasicSR, and open issues, pull requests, etc in BasicSR.

1.4k Dec 25, 2022

Evidential Softmax for Sparse Multimodal Distributions in Deep Generative Models

Evidential Softmax for Sparse Multimodal Distributions in Deep Generative Models Abstract Many applications of generative models rely on the marginali

9 Jun 06, 2022

RetinaFace: Deep Face Detection Library in TensorFlow for Python

RetinaFace is a deep learning based cutting-edge facial detector for Python coming with facial landmarks.

512 Dec 29, 2022