AI research skills and agents

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…

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…

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…

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…

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.

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…

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…

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…

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…

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…

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.

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…

OCTaGAN

AUBMC-AIM · Kit

A Gradio app for a GAN whose name points to OCT medical images, from the AUBMC-AIM group. Its README gives no description, so the page shows what it takes and…

Deepfake Detect

artspark · Kit

A detector that tells real pictures from GAN-generated ones, using an ensemble of EfficientNet-B4 networks. It suits fact-checkers and researchers, with a Grad…

LVBench Leaderboard

zai-org · Kit

The leaderboard page for the LVBench benchmark from zai-org, run as a Gradio app that names the LVBench dataset. For researchers who want to see how models sco…

Gpt2 Multiplication Predictor

yuntian-deng · Kit

A Gradio demo that compares GPT-2 models trained to multiply large numbers, including variants named for no reasoning steps and for reasoning steps hidden or w…