Kits of AI agent skills, rules and prompts

Iris-3B by speridlabs

speridlabs · Kit

Generates 1024-pixel images from text prompts by painting every pixel directly, with no VAE or latent space. Fine-tuned versions estimate depth and restore or…

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…

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…

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…

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…

NeRF

keras-io · Kit

Demonstrates a Keras NeRF, a neural radiance field model that learns a 3D scene from pictures, in a Streamlit page. For computer vision learners and 3D graphic…

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…

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…

AREX-2-i1-GGUF

mradermacher · Kit

Weighted GGUF quantizations of BAAI/AREX-2, a 26.9B vision model, in about two dozen sizes from 7.2 GB to 22.2 GB, plus an imatrix file for making your own qua…

Qwen3.8-27B-GGUF by bartowski

bartowski · Kit

A set of GGUF quantizations of Qwen3.8-27B by bartowski, from Q8_0 down to 3-bit, made with an importance matrix. For people running a 27B vision-language mode…

Qwen3.5-27B

Qwen · Kit

Reads text and images and writes text, as a 27B Qwen model with a vision encoder and a 262,144-token native context. For developers who build assistants and ag…

Qwen3.8-27B-4bit (MLX)

mlx-community · Kit

4-bit MLX conversion of Qwen3.8-27B that reads text and images and answers in text, run with the mlx-vlm tool. For developers who want to run a vision-language…

Qwen2.5-VL-7B-Instruct-GGUF

unsloth · Kit

Unsloth's GGUF files of Qwen2.5-VL-7B-Instruct, a vision-language model that reads images, charts, documents and long videos and can output coordinates and str…

MiniCPM-o 4.5

openbmb · Kit

Handles images, video, speech and live audio-video streams in one 9B model, answering in text and speech in English and Chinese. For developers building voice…

Qwen3.8-27B-NVFP4

unsloth · Kit

A 4-bit NVFP4 copy of the Qwen3.8 27B vision-language model made by Unsloth, for serving with vLLM. For developers who want a dense model that reads images and…

YOLO26

Ultralytics · Kit

Finds objects in images and video with the Ultralytics YOLO model family, which also covers segmentation, classification, depth, pose and tracking. For develop…

Qwen3.8-35B-A3B-Distill-GGUF

empero-ai · Kit

Runs a 35B Mixture-of-Experts model with about 3B active parameters per token from GGUF files in ten sizes, plus a vision projector. For llama.cpp, Ollama, LM…

Qwen3.5-9B-Base

Qwen · Kit

Gives researchers and developers a pre-trained 9B base model with a vision encoder, meant for fine-tuning and experiments rather than direct chat. Handles text…

Alpie Seed 9B GGUF

169Pi · Kit

Runs Alpie Seed 9B, an image-and-text model from 169Pi AI, on your own machine through GGUF files in three bit depths. Suits developers who want local vision-l…

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…

Cactus runtime

Cactus-Compute · Kit

Provides prebuilt runtime binaries that run text, speech and vision models locally on phones, laptops, servers and browsers. For developers who ship on-device…

Qwen3.8-27B GGUF (ShapeLearn Quantized)

byteshape · Kit

Runs Qwen3.8-27B as GGUF files quantized by ByteShape's ShapeLearn, in five GPU-sized options with vision input and MTP speculative decoding in llama.cpp. For…

Mage-VL-Cowork

microsoft · Kit

Operates a computer from screenshots and terminal commands with one small vision-language model of about 4B parameters, made by Microsoft for people who build…

Qwen3.8-Flash-Next-GSQ-RCO-GGUF

ISTA-DASLab · Kit

GGUF versions of Qwen3.8-Flash-Next at four sizes, with each tensor quantized at its own precision and a vision projector for image input. For people running a…

Unlimited-OCR

baidu · Kit

Parses document images and multi-page PDFs into text with a 3.3B vision-language model from Baidu. For developers who add OCR and document parsing to their own…

Qwen3.8-27B-GSQ-RCO-GGUF

ISTA-DASLab · Kit

ISTA-DASLab's GGUF versions of Qwen3.8-27B in four sizes, each tensor quantized at its own precision, with a vision projector for images. Suits people who run…

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…

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…

Projected GAN

autonomousvision · Kit

A Gradio app that wraps a GAN image generator from the autonomousvision group, built to try in a browser. Its README gives no description, so the page shows wh…

Image Caption With Vit Gpt2

Amrrs · Kit

A Gradio app that writes a short caption for a picture, pairing a vision transformer with a GPT-2 style text model. It suits people who want to try image capti…

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…

DINOv3 Web

webml-community · Kit

Visualizes the dense features a DINOv3 model extracts from an image, running locally in your browser. For developers and vision researchers who want to inspect…

Click3R

uva-cv-lab · Kit

Rebuilds a 3D scene from a pair of photos and lets you correct the result with a few clicks that mark the same point in both views. A research demo for compute…

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…

HockeyRink

SimulaMet-HOST · Kit

Finds 56 landmark points on an ice hockey rink in a picture and draws them with IDs and confidence scores. Built for sports analysts, broadcast graphics teams…

Open VLM Video Leaderboard

opencompass · Kit

A leaderboard of how vision-language models score on video understanding benchmarks, with an overall ranking and a detailed board for each benchmark. For resea…

ToolVision Detector

moindedroper · Kit

Finds wrenches, screwdrivers, hammers and pliers in a photo you upload, using a YOLO26n model that runs in your browser. It suits makers and workshops who want…

Grounding DINO Demo

merve · Kit

Finds objects in a picture from a text description, with no fixed list of labels. A Gradio demo of the Grounding DINO open-set detector, for developers and vis…

Granite Vision Document Intelligence

ibm-granite · Kit

Pulls summaries, CSV data, code, tables and image descriptions out of PDFs and images, using IBM Granite Vision and Docling in a Gradio demo.

Joy Caption Pre Alpha

fancyfeast · Kit

An early demo that pairs a SigLIP vision model with Llama 3.1 8B, apparently to write captions for images. A Gradio app on Hugging Face, marked pre-alpha by it…

MEMFOF Optical Flow

egorchistov · Kit

Estimates optical flow, the per-pixel motion between video frames, for Full HD video while using little GPU memory, with a Gradio demo and several trained mode…

Attention Visualization

webml-community · Kit

Shows how a Vision Transformer pays attention to parts of an image, as a static web page that runs in the browser. It is one of the transformers.js example pro…

Qwen3 VL Demo

Qwen · Kit

A Gradio demo from the Qwen team for its Qwen3 VL vision-language family. Runs in your browser, or on your own computer with Python.

SAM3 + Qwen3.5

prithivMLmods · Kit

A browser demo of multi-object tracking that combines the SAM 3 model with a 2B Qwen3.5 model. Suits computer vision developers and researchers who want to try…

Salamtak سلامتك

plitip · Kit

Checks one site photo for safety hazards and gives a Safe, Needs attention or Unsafe verdict with short alerts in seven worker languages. Runs on vision models…

WeVisOne-VL-2B

hugging-apps · Kit

Tries Tencent's WeVisOne-VL-2B vision-language model on images, from finding and counting objects and reading text to cutting out subjects. For developers and…

Open VLM Leaderboard

opencompass · Kit

Shows leaderboards of vision-language model scores gathered with the VLMEvalKit toolkit, with an overall ranking and separate tables for each benchmark. It sui…

An n8n workflow that turns a bank statement PDF from Google Drive into Markdown, page by page, with Gemini reading each page as a picture. It then lists every…

An n8n workflow with a web form that takes a photo and returns the license plate number of the front-most car. A vision model on OpenRouter reads the plate.