AI research skills and agents

EarthJev

dBenf · Kit

Answers typed questions about satellite image patches from all 12 Sentinel-2 bands, returning a probability for each option without writing text. A Qwen3.5-0.8…

ReFoCo

yuji-nozawa · Kit

Pretrained vision transformer checkpoints in three sizes from a research paper on training attention heads to focus on image regions. For researchers who extra…

Qwen-Image-Bench

Qwen · Kit

A judge model called Q-Judger that grades AI-made images against the prompt that asked for them, scoring five groups of criteria and replying in JSON. For peop…

2025-MBARI-Benthic-Supercategory-Object-Detector

FathomNet · Kit

Finds broad groups of seafloor objects in images, going by its name, from FathomNet for the yolov26 library. The page has no model card, so test it on your own…

GenFirst

ByteDance-Seed · Kit

Research weights from ByteDance-Seed for image generators whose VAE and prior are trained together. They cover class-conditional and text-to-image sampling, fo…

CADGenBench Leaderboard

HuggingAI4Engineering · Kit

Ranks AI systems that turn a text or image description of a mechanical part into a valid 3D CAD model, and scores uploaded STEP or BREP files. For CAD generati…

VLX-Seek-1.5-10B

omlab · Kit

Finds and points at objects in images by choosing among candidate regions, and answers None when the target is absent. For drone, robot and surveillance camera…

NV-Reason-CT

nvidia · Kit

Reads chest and abdominal CT volumes to write structured radiology reports, answer questions and explain its reasoning. For researchers and developers working…

LeVJEPA 1.5 Large

galilai-group · Kit

Encodes video clips and single images into feature vectors, trained by self-supervised learning on about 5,300 video hours. A video encoder for researchers, un…

MANTA-27B

gevaertlab · Kit

Scores the answer options of medical questions from text or images in one pass, without writing text. A research model from Stanford's Gevaert Lab, not a medic…

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…

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…

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…

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…

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…

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…

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…

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…

Qwen3.5-9B Brainwaves DeepThought STEM OneJev1.6

nightmedia · Kit

An experimental 9.4B image-and-text model made by nightmedia, a merge of three 9B models aimed at reasoning and science questions. It suits hobbyists and resea…

WeVisOne-VL-2B by tencent

tencent · Kit

Reads an image with a text query and returns object boxes, points, counts, text positions and pixel masks, including alpha mattes. Suits researchers running a…

GTA world model

lucidml · Kit

Makes video from one start image while you hold keys, frame after frame, streamed to a browser. Weights and inference code for a world model trained on GTA5 ma…

WeVisOne-VL-4B

tencent · Kit

Finds, counts, points to, reads and segments objects in images, and makes alpha mattes, with one 4B vision-language model from Tencent. For researchers working…

pjit-21k

Linum-AI · Kit

Linum's experimental 2B text to image model, trained for about $21K of compute, that works best with dense 50 to 80 word prompts and cannot write text in image…

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…

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…

Car Part Classification

Detomo · Kit

A Streamlit app from Detomo for identifying car parts from pictures, with an ONNX model and saved embeddings in its repository. For people exploring image clas…

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.

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…

Iris-3B

speridlabs · Kit

A demo of Iris-3B, one 3B model that makes images from text, estimates depth from a single image and restores or upscales pictures. For vision researchers and…

UNet For Crack Detection In Concrete

Vizuara · Kit

Segments cracks in a photo of concrete with a U-Net model: you upload an image of a cracked surface and the demo marks the cracks. For engineers, inspectors an…

Laya Vision

thaitea · Kit

Answers yes/no, multiple-choice and rubric-scored questions about an image in a single pass, with no text generation. It runs a small 201M checkpoint on a CPU…

JLD Perceptual Distance

shreshthsaini · Kit

Scores how different a distorted image looks from its reference, with a lens overlay showing where. For image quality researchers who want to try the JLD metri…

MoGe 2

Ruicheng · Kit

Estimates the geometry of a scene at true scale from a single image, in a Gradio demo you open in the browser. Suits researchers and developers working with de…

Hurricane Wind Speed Regressor

nakulmital · Kit

Predicts hurricane wind speed with a fine-tuned ResNet50 model in a Gradio app. It suits students, researchers and developers who want to see an image regressi…

JerseyNet - Jersey Number Detection

MHkhan50 · Kit

Finds jersey numbers in an image and draws a box around each one, all inside your browser so the picture never leaves your device.

Falcon1 2.6M Image

Kuantum-ai1 · Kit

Hosts a Gradio demo of the Falcon1-2.6M-Image model. The README gives no description, so the name is the only hint that it works with images.

GeCo2 Object Counting

jerpelhan · Kit

Counts all instances of an object in an image after you mark a few examples, with no retraining or fixed list of classes. Suits researchers and anyone counting…

MONET Retrieval

jasperai · Kit

A Gradio app from jasperai that finds the nearest matches in the MONET dataset from an uploaded image or a caption keyword, using DINOv2, CLIP or SSCD embeddin…

PRISM Image to 3D

hugging-apps · Kit

Builds a 3D Gaussian scene from a single picture and shows it in a 3D viewer. It suits researchers and 3D hobbyists who want to try single-image reconstruction…

FOXES - A Framework for Operational X-ray Emission Synthesis

griffingoodwin04 · Kit

Predicts GOES soft X-ray flux from a 7-channel SDO/AIA solar observation you upload as a NumPy file, and returns a composite image and a flux contribution map.…

DRS-VPT

fulkast · Kit

Finds where a camera image was taken inside a 3-D point cloud, without a starting guess for the pose. Meant for researchers and students who work on camera loc…

Depth Anything 3

depth-anything · Kit

A demo Space for Depth Anything 3, a research model that, going by its title, recovers a scene's spatial structure from images shot from any viewpoint. The REA…

Artwork Personalization Demo

avantiwhenever · Kit

Shows how to pick which poster to display for each title using CLIP image embeddings instead of viewing history. A static browser demo inspired by a public Net…

Visual Saliency Prediction

alexanderkroner · Kit

Predicts which parts of an image draw the eye first, using the MSI-Net model from a 2020 Neural Networks paper. For researchers and designers who want a quick…

MTEB Leaderboard

mteb · Kit

Ranks embedding models for text, images, audio and video on a leaderboard page that runs in the browser or in Docker. For people choosing which embedding model…