AI projects from Hugging Face

FLUX.2 Klein LoRA Studio

prithivMLmods · Kit

Try a set of LoRAs for the FLUX.2 Klein image model in a Gradio app that runs in your browser or on your own computer. Made for people who make or test AI imag…

VQGAN + CLIP

multimodalart · Kit

Turns a text phrase into an image you can watch form from noise, and saves the whole process as a video. Suits artists, students and developers curious about t…

ACE-Step 1.5 XL Turbo

ACE-Step · Kit

Generates music and other audio in just 8 steps with a 4B-parameter diffusion model, run locally through a Gradio interface. For creators and developers with a…

Beta_distribution

Zeel · Kit

A small Gradio app by Zeel whose name points to an interactive look at the beta distribution. Suits students and teachers who want a simple statistics demo in…

Question Answering from PDFs

ThePixOne · Kit

A Gradio app that answers questions from PDF files using a retrieval model and a SQuAD2 reading model, with two sample PDFs included. Suits people who want to…

Bill Information Extraction

Theivaprakasham · Kit

A Gradio app that pulls information out of a bill or receipt image with a LayoutLMv3 model fine-tuned on sroie. Suits developers and students who want to try d…

Document Layout Detection

Theivaprakasham · Kit

A Gradio app that detects the layout of a document page image, with two example pages included. Suits developers and students who want to try layout detection…

Multi Face Detection

Theivaprakasham · Kit

A Gradio app that finds several faces in a picture, with two example photos included. Suits developers and students who want to try face detection in a browser.

Surfrider

Surfrider · Kit

A Gradio app from the Surfrider account with data, models and tracking folders, which points to a model plus tracking pipeline. Suits developers and students w…

Text_summarization_with MT5(45 languages)

Sultannn · Kit

A Gradio app that summarises text with the csebuetnlp mT5 multilingual XLSum model, which covers 45 languages. Suits people who want to try multilingual summar…

Text_summarization_with MBART(50 Languages)

Sultannn · Kit

A Gradio app that summarises text with Facebook's mBART large 50 model, which covers 50 languages. Suits people who want to try multilingual summarising in a b…

Projected_gan

Stanford-CS236g · Kit

A Gradio demo built on a Projected GAN model trained on Pokemon pictures, published as an example by the Stanford-CS236g account. Suits students who want to se…

Uniformer_video_demo by Sense-X

Sense-X · Kit

A Gradio demo that runs the Sense-X UniFormer video model on a clip and reports its class, with three example videos included. Suits students and developers wh…

Uniformer_image_demo by Sense-X

Sense-X · Kit

A Gradio demo that runs the Sense-X UniFormer image model on a picture and reports its class, with a few example photos included. Suits students and developers…

Reconocimiento de emociones

Saturdays · Kit

A Gradio demo for emotion recognition on faces, with a face detection file and two saved emotion models in its repository. Suits students and developers who wa…

BLIP

Salesforce · Kit

Runs Salesforce's BLIP vision and language model in a Gradio page, with the training scripts for captioning, retrieval and question answering in the repository…

Sakil_text_summarization_app

Sakil · Kit

Opens a small Gradio app whose title points to text summarization. The listing names no model, so it suits learners and developers who want to try it and read…

Sakil_sentiment_analysis_app

Sakil · Kit

Opens a small Gradio app whose title points to sentiment analysis of text. The listing names no model, so it suits learners and developers who want to try it a…

Question_answering_app

Sakil · Kit

Opens a small Gradio app whose title points to question answering. The listing names no model, so it suits learners and developers who want to try it and read…

Image_generator

Sakil · Kit

Opens a small Gradio app whose title points to image generation. The listing names no model, so it suits learners and developers who want to try it and read th…

Essay_generator_app

Sakil · Kit

Writes a draft essay from your prompt with the small distilgpt2 model in a Gradio page. For students and developers who want a quick text generation demo.

English_to_german_translator_app

Sakil · Kit

Opens a small Gradio app whose title says it translates English to German. The listing does not say which model it uses, so it suits learners and developers wh…

English_audio_transcriptor

Sakil · Kit

Turns spoken English into text with the wav2vec2 base model in a Gradio page, with four example dialogue clips included. For students, developers and anyone wh…

Cramer_v_test_on_categorical_features

Sakil · Kit

Runs a Cramer's V test on categorical columns in a Gradio page, with a students performance CSV file included. For students and analysts checking how two categ…

A_cover_letter_generator_for_jobs

Sakil · Kit

Drafts a job cover letter with a T5 model fine-tuned for that task, in a Gradio page. For job seekers who want a starting draft and developers who want a small…

Persian ASR

SajjadAyoubi · Kit

Turns spoken Persian into text with a wav2vec2 speech model in a Gradio page. For students, developers and anyone who needs a transcript of Persian audio.

Political Party Symbol Detector V1

Sa-m · Kit

Finds political party symbols in a picture with a YOLOv5 detector in a Gradio page. For students and developers who want to try object detection on party logos…

Apontador

Reyne · Kit

Runs a saved logistic regression model in a Gradio page, with the model file and a training script in the repository. The listing does not say what it predicts…

PaddleOCR

PaddlePaddle · Kit

Reads text out of pictures in several languages with PaddleOCR in a Gradio page, with Chinese, English and Japanese example images. For anyone who needs the wo…

OFA-Visual_Question_Answering

OFA-Sys · Kit

Answers questions about a picture with OFA in a Gradio page, with example pictures included and the full OFA code in the repository. For researchers and develo…

WeatherPrediction

Muedgar · Kit

Opens a small Gradio app whose title points to weather prediction. The listing does not say what it predicts or how, so it suits students and developers who wa…

Demo Integrated Gradients Alibi Gradio

mawady · Kit

A Gradio demo that, going by its title, shows the integrated gradients explanation method from the Alibi library. Suits students and developers who want to see…

Persian Image Captioning

MahsaShahidi · Kit

Writes a caption in Persian for a picture, using a vision model and a Persian language model in a Gradio page, with three example images included. For students…

NST ML

LuisG07 · Kit

Runs a Gradio app whose name points to neural style transfer, with its code in an NST folder. The listing gives few details, so it suits developers and student…

Image_Retrieval

leopoldmaillard · Kit

Finds pictures similar to a query picture in a small holiday photo collection, with three saved methods named naive, bovw and cnn. For students and developers…

Vc

kuark · Kit

Runs a Gradio app that bundles the CLIP and taming-transformers projects, pointing to image work. The listing does not say what it produces, so it suits develo…

Monocular Depth Estimation

kingabzpro · Kit

Turns a single photo into a depth map using the Savta Depth open source project, with code, data and models kept together. For hobbyists making 3D photos and d…

Rick & Morty Bot

kingabzpro · Kit

Chats back in the voice of Rick from Rick and Morty, using a DialoGPT model in a Gradio page. A character chat demo for fans and for developers who want a smal…

Pegasus Text Summarizers

khxu · Kit

Summarizes text with six Pegasus models from Google in a Gradio page, so you can compare how each one shortens the same passage. Aimed at writers, students and…

Vision Transformer (Small)

keras-io · Kit

Lets you try a small Vision Transformer image model from keras-io in a Gradio page, with example pictures included. Aimed at students and developers who want t…

Video Vision Transformer for CT

keras-io · Kit

Lets you try a video vision transformer on CT-style data in a Gradio page, with two example videos included. Aimed at students and developers curious about vid…

Time-series with Transformers

keras-io · Kit

Lets you try a transformer model that classifies time series in a Gradio page, with two sample CSV files included. Aimed at students and developers who work wi…

TFClassificationForest

keras-io · Kit

Shows a forest-based classifier built in TensorFlow inside a Gradio page, from an example by Khalid Salama and adapted by Tannia Dubon. For students and develo…

Swin Transformers

keras-io · Kit

Lets you try a Swin Transformer image model from keras-io in a Gradio page, with example pictures included. Aimed at students and developers who want to see a…

Supervised Contrastive Learning

keras-io · Kit

Lets you try a Keras model built for supervised contrastive learning in a Gradio page, in a browser or on your own computer. Aimed at students and developers w…

Super Resolution

keras-io · Kit

Increases the resolution of an image with a Keras super-resolution model in a Gradio page, with two sample pictures included. For photographers, learners and d…

Semi-Supervised Contrastive Learning with SimCLR

keras-io · Kit

Runs an image classifier trained with SimCLR contrastive learning and few labels, from the Keras team, in a Gradio page with example images. For machine learni…

RandAugment for Image Classification

keras-io · Kit

Demonstrates RandAugment, a random data augmentation method for image classification, with a Keras model in a Gradio page and four sample pictures. For machine…

Pixel CNN MNIST

keras-io · Kit

Generates small handwritten-digit images with a PixelCNN model from the Keras team in a Gradio page. For machine learning learners curious about image generati…

Augmenting CNNs with attention-based aggregation

keras-io · Kit

Shows the attention map behind an image classifier's decision, using a CNN with attention-based aggregation trained on ImageNette, in a Gradio page. For machin…

Zero DCE Low Light Image Enhancement

keras-io · Kit

Brightens dark photos with the Zero-DCE low-light enhancement model from the Keras team in a Gradio page, with sample images included. For photographers and le…

Involution

keras-io · Kit

Runs an image model built with involution layers from the Keras team in a Gradio page, with example images included. For machine learning learners and vision r…

Integrated Gradients

keras-io · Kit

Shows which parts of an image drove a model's prediction, using the integrated gradients method in a Gradio page, with an elephant photo to try. For machine le…

Human Part Segmentation

keras-io · Kit

Labels the parts of a person in a photo, such as limbs and torso, with a DeepLabV3+ model from Keras in a Gradio page, with example images. For learners and co…

Flowers Classification MobileViT

keras-io · Kit

Identifies flower types in a photo with a small MobileViT model from Keras in a Gradio page, with example images included. For machine learning learners and pl…

Deep Dream

keras-io · Kit

Applies the DeepDream effect to a picture with a Keras model in a Gradio page, with a sky photo included to try. For machine learning learners and image hobbyi…

Character LSTM

keras-io · Kit

Runs a character-level LSTM sequence-to-sequence model from the Keras team in a Gradio page, turning input text into output text one character at a time. For m…

ESPNet2 ASR Librispeech word vs bpe tokens

jkang · Kit

Compares three English speech recognition models from one ESPnet2 Conformer setup, using bpe, character and word tokens, in a Gradio page with example audio. F…

ESPNet2 ASR Librispeech Conformer (100h)

jkang · Kit

Transcribes English speech to text with an ESPnet2 Conformer model trained on 100 hours of Librispeech, in a Gradio page with example audio. For speech researc…

TFM_SimilitudSemantica_Fichero

jfarray · Kit

Compares how close in meaning texts are, using a multilingual BERT model in a Gradio page, with a sample JSON file included. For NLP students and researchers.

Make24

jacklinquan · Kit

Solves make-24 number puzzles in a Gradio page, using a small solver module, for puzzle fans, teachers and students who like arithmetic games.

Practica1 by Jacampo

Jacampo · Kit

Runs a saved image model in a Gradio page, with two example pictures to try. The model file is named for blindness, but the record does not say what it predict…

Mushroom_edibility_classifier

inigosarralde · Kit

Classifies mushroom pictures with a saved CNN model in a Gradio page, with the notebooks for scraping, training and the web app included. A learning project, n…

Zero Shot Nlp Classifier Multi Lang

iamkb · Kit

Sorts text into labels you choose, without training, across languages, using several named zero-shot models in a Gradio page. For analysts, researchers and NLP…

Anime Face Detector

hysts · Kit

Finds anime faces in an image and estimates 28 landmark points on each, in plain PyTorch behind a Gradio page. For artists, dataset builders and machine learni…

Indic Trans

hussain-shk · Kit

Translates English text into Indic languages in a Gradio page, built with inference code, an API folder and a punctuation restoring model. For writers, student…

DeepFilterNet

hshr · Kit

Cleans background noise out of speech audio with DeepFilterNet in a Gradio page, with sample clips included. For anyone tidying voice recordings and for audio…

Tabla Transcriber

HridayKharpude · Kit

Works on tabla audio with a saved model in a Gradio page, with sample recordings named after tabla rhythms. For tabla students and music-tech hobbyists.

Quickdraw

hitchhiker3010 · Kit

Recognizes hand-drawn sketches with a saved model in a Gradio page, for people who want to try a small doodle classifier or study a simple image demo.

Persian Modernist Poetry Word Cloud

HalflingWizard · Kit

Draws a word cloud of the words a chosen Persian modernist poet uses most, from the Shereno poem dataset, for readers and students of Persian poetry.

Danbooru Tags Transformer V2 with WD Tagger

John6666 · Kit

Labels an image with Danbooru-style tags and writes captions with Florence-2 models. Runs in the browser as a Gradio app, for people who label or caption anime…

Understanding Women

GotAudio · Kit

Runs a saved model on pictures in a Gradio page, with three example images to try. The record does not say what it predicts, so open the Space to see its purpo…

Romanian Speech Recognition

gigant · Kit

Turns Romanian speech into text in the browser with a wav2vec2 model, for anyone who has Romanian audio or wants a small Gradio speech demo to study.

ViTGPT2

gagan3012 · Kit

A Gradio app from gagan3012 that, going by its model names, describes a picture in words by pairing a ViT image encoder with a GPT-2 text decoder. For people w…

Holocron

frgfm · Kit

A Gradio demo from frgfm for Holocron, a collection of recent computer vision techniques written in PyTorch, using the rexnet1_0x model. For people who want to…

Fast Neural Style Transfer

frapochetti · Kit

A Gradio app from frapochetti that, going by its name, repaints a picture in the look of another style with a fast neural network. For people who want to try i…

Blurry Faces

frapochetti · Kit

A Gradio app from frapochetti that, going by its name, blurs faces in pictures, with benchmark scripts for face recognition and Kornia. For people who want to…

SpeechCloning

Flux9665 · Kit

A Gradio text-to-speech demo from Flux9665 that, going by its name, speaks text in a cloned voice, with a folder of reference audio clips. For people who want…

PoeticTTS

Flux9665 · Kit

A Gradio text-to-speech demo from Flux9665 that, going by its name, reads verse aloud, with a folder of reference audio clips. For people who want to try expre…

Multilingual TTS

Flux9665 · Kit

A multilingual text-to-speech demo from Flux9665 whose repository is named IMS-Toucan, with reference audio clips and speaker recognition models. For people wh…

Face Swap

felixrosberg · Kit

A Gradio face swapping demo from felixrosberg that runs on the FaceDancer family of models. Open it in a browser or run a copy yourself to try face swapping fo…

Xm_transformer_600m

facebook · Kit

A Facebook demo built around six xm_transformer_600m translation models, with Common Voice audio samples, going by their language codes. For people who want to…

GPT2-XL Conversational

ethzanalytics · Kit

A chatbot demo that pairs GPT-2 XL conversational models from ethzanalytics with grammar correction models. For people who want to try a small open chat model…

Generative_python_transformer

equ1 · Kit

A Gradio app from equ1 that, going by its name, generates Python code with a transformer model whose weights and tokenizer files sit in its repository. For dev…

GenreClassifier

Enutrof · Kit

Guesses the music genre of an uploaded audio track with an LSTM model trained on the GTZAN dataset. For music fans and students who want to try a small audio c…

Healthcare Provider Fraud Detection

Emclaniyi · Kit

A Gradio app from Emclaniyi that, going by its name, flags possible fraud among healthcare providers, with an exploration and modelling notebook. For learners…

Rice Disease Detector

dnth · Kit

A Gradio app from dnth that, going by its name, detects rice plant diseases in pictures, with a saved checkpoint and eight sample images. For students and grow…

Rice Disease Classifier

dnth · Kit

A Gradio app from dnth that, going by its name, classifies rice plant diseases from pictures, with a saved learner file and sample images. For students and gro…

Icevision_fridge_tutorial

dnth · Kit

A small Gradio demo from dnth that, going by its name, accompanies an IceVision fridge tutorial, with a saved checkpoint and three sample pictures. For learner…

Japanese Voice Recognition

Detomo · Kit

Turns Japanese speech into text with a wav2vec2 model whose name points to hiragana output. For people who want to try Japanese speech recognition in a browser.

PokeGAN

dechantoine · Kit

A Gradio app from dechantoine whose name points to a GAN that makes Pokemon-style images. For people curious about small generative image demos.

Italian Robust ASR

dbdmg · Kit

Transcribes Italian speech to text with wav2vec2 XLS-R models from a Hugging Face speech challenge. For people who want to try Italian speech recognition in a…

Lama Example

CVPR · Kit

A Gradio app from the CVPR organisation with a large code base and sample images that point to filling in masked parts of a picture. Its README gives no descri…

GFPGAN Example

CVPR · Kit

A Gradio app from the CVPR organisation that carries the full GFPGAN face restoration code, built to try in a browser. Its README gives no description, so the…

Anime Image Labeller

curt-tigges · Kit

A Gradio app that puts labels on anime pictures with trained model files, a label list and notebooks in its repository. It suits people who want to try image l…

Landmark Detection

coolzude · Kit

A Gradio app whose name points to landmark detection, built to try in a browser. Its README gives no description, so the page shows what it takes and returns.

T5 Paraphrasing

ceshine · Kit

A Gradio app that rewrites a sentence in other words with two T5 paraphrase models from the author ceshine. It suits writers, students and developers who want…

Clasificador_de_mascotas

cabustillo13 · Kit

A Gradio app, the name meaning pet classifier in Spanish, that runs a saved model on pet photos, with three sample photos. It suits people who want to try a sm…

CnOCR Demo

breezedeus · Kit

A Gradio demo of CnOCR, a Python OCR toolkit that reads English, numbers, Chinese and vertical text from pictures. It suits people who want to try it before in…

paper-rec

bluebalam · Kit

A Gradio demo that recommends ten recent machine learning and AI papers from arXiv, based on titles, abstracts or keywords you give it. It suits researchers an…