AI projects from Hugging Face

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…