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

TensorFlow Implementation of Unsupervised Cross-Domain Image Generation

Domain Transfer Network (DTN) TensorFlow implementation of Unsupervised Cross-Domain Image Generation. Requirements Python 2.7 TensorFlow 0.12 Pickle

865 Nov 17, 2022

PyTorch implementation of the R2Plus1D convolution based ResNet architecture described in the paper "A Closer Look at Spatiotemporal Convolutions for Action Recognition"

R2Plus1D-PyTorch PyTorch implementation of the R2Plus1D convolution based ResNet architecture described in the paper "A Closer Look at Spatiotemporal

342 Dec 16, 2022

An efficient framework for reinforcement learning.

rl: An efficient framework for reinforcement learning Requirements Introduction PPO Test Requirements name version Python =3.7 numpy =1.19 torch =1

16 Nov 30, 2022

This repo is duplication of jwyang/faster-rcnn.pytorch

Faster RCNN Pytorch This repo is duplication of jwyang/faster-rcnn.pytorch C/C++ code are removed and easier to study. Python 3.8.5 Ubuntu 20.04.1 LTS

1 Jan 14, 2022

CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).

CCNet: Criss-Cross Attention for Semantic Segmentation Paper Links: Our most recent TPAMI version with improvements and extensions (Earlier ICCV versi

1.3k Dec 27, 2022

Neuron Merging: Compensating for Pruned Neurons (NeurIPS 2020)

Neuron Merging: Compensating for Pruned Neurons Pytorch implementation of Neuron Merging: Compensating for Pruned Neurons, accepted at 34th Conference

33 Dec 30, 2022

A spatial genome aligner for analyzing multiplexed DNA-FISH imaging data.

jie jie is a spatial genome aligner. This package parses true chromatin imaging signal from noise by aligning signals to a reference DNA polymer model

9 Sep 29, 2022

This is a Python wrapper for TA-LIB based on Cython instead of SWIG.

TA-Lib This is a Python wrapper for TA-LIB based on Cython instead of SWIG. From the homepage: TA-Lib is widely used by trading software developers re

7.3k Jan 03, 2023

Sematic-Segmantation - Semantic Segmentation on MIT ADE20K dataset in PyTorch

Semantic Segmentation on MIT ADE20K dataset in PyTorch This is a PyTorch impleme

4 Mar 22, 2022

An implementation for Neural Architecture Search with Random Labels (CVPR 2021 poster) on Pytorch.

Neural Architecture Search with Random Labels(RLNAS) Introduction This project provides an implementation for Neural Architecture Search with Random L

18 Nov 08, 2022

RLMeta is a light-weight flexible framework for Distributed Reinforcement Learning Research.

RLMeta rlmeta - a flexible lightweight research framework for Distributed Reinforcement Learning based on PyTorch and moolib Installation To build fro

281 Dec 22, 2022

This repository provides data for the VAW dataset as described in the CVPR 2021 paper titled "Learning to Predict Visual Attributes in the Wild"

Visual Attributes in the Wild (VAW) This repository provides data for the VAW dataset as described in the CVPR 2021 Paper: Learning to Predict Visual

36 Dec 30, 2022

Few-Shot Object Detection via Association and DIscrimination

Few-Shot Object Detection via Association and DIscrimination Code release of our NeurIPS 2021 paper: Few-Shot Object Detection via Association and DIs

49 Dec 18, 2022

Efficient Sparse Attacks on Videos using Reinforcement Learning

EARL This repository provides a simple implementation of the work "Efficient Sparse Attacks on Videos using Reinforcement Learning" Example: Demo: Her

12 Dec 05, 2021

Pytorch code for "Text-Independent Speaker Verification Using 3D Convolutional Neural Networks".

:speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker Verification

114 Dec 18, 2022

[CVPRW 2022] Attentions Help CNNs See Better: Attention-based Hybrid Image Quality Assessment Network

Attention Helps CNN See Better: Hybrid Image Quality Assessment Network [CVPRW 2022] Code for Hybrid Image Quality Assessment Network [paper] [code] T

49 Dec 11, 2022

Research Artifact of USENIX Security 2022 Paper: Automated Side Channel Analysis of Media Software with Manifold Learning

Automated Side Channel Analysis of Media Software with Manifold Learning Official implementation of USENIX Security 2022 paper: Automated Side Channel

175 Jan 07, 2023

Step by Step on how to create an vision recognition model using LOBE.ai, export the model and run the model in an Azure Function

Step by Step on how to create an vision recognition model using LOBE.ai, export the model and run the model in an Azure Function

3 Mar 30, 2022

This repository contains code for the paper "Disentangling Label Distribution for Long-tailed Visual Recognition", published at CVPR' 2021

Disentangling Label Distribution for Long-tailed Visual Recognition (CVPR 2021) Arxiv link Blog post This codebase is built on Causal Norm. Install co

85 Oct 18, 2022

ToFFi - Toolbox for Frequency-based Fingerprinting of Brain Signals

ToFFi Toolbox This repository contains "before peer review" version of the software related to the preprint of the publication ToFFi - Toolbox for Fre

4 Aug 31, 2022