Roboflow ORG

We write your reusable computer vision tools. 💜

A Python library providing ready-made tools, bounding boxes, object tracking, zone counting, and video handling, that work with any computer vision model so you don't have to write that code yourself.

A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.

A collection of 59 step-by-step computer vision tutorials covering object detection, segmentation, tracking, OCR, and pose estimation, each runnable for free in Google Colab with no local install needed.

RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]

computer vision and sports

Trackers gives you clean, modular re-implementations of leading multi-object tracking algorithms released under the permissive Apache 2.0 license. You combine them with any detection model you already use.

streamline the fine-tuning process for multimodal models: PaliGemma 2, Florence-2, and Qwen2.5-VL

Turn any computer or edge device into a command center for your computer vision projects.

Must-have resource for anyone who wants to experiment with and build on the OpenAI vision API 🔥

The official Roboflow Python package. Manage your datasets, models, and deployments. Roboflow has everything you need to build a computer vision application.

Object tracking implemented with the Roboflow Inference API, DeepSort, and OpenAI CLIP.

Detect objects in drone videos and plot them on a map

Code for replicating Roboflow 100 benchmark results and programmatically downloading benchmark datasets

webcamGPT - chat with video stream 💬 + 📸

A catalog of naturally occurring images whose Apple NeuralHash is identical.

Code from the paper "Roboflow100-VL: A Multi-Domain Object Detection Benchmark for Vision-Language Models"

A template repo holding our common setup for a python project

Which model is the best at object detection? Which is best for small or large objects? We compare the results in a handy leaderboard.

Convert VOC format XMLs to COCO format json

How to train an object detection model easy for free

A web utility to draw polygons and retrieve their coordinates for computer vision applications.

YOLOv4 (v3/v2) - Windows and Linux version of Darknet Neural Networks for object detection (Tensor Cores are used)

Take your LLM to the optometrist.

Example showing how to do inference on a video file with Roboflow Infer

A simple tool for automatic image annotation using Roboflow API

An extension of RF-DETR that unlocks larger, more powerful detection models for when you need the highest possible accuracy.

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Interface with the Roboflow API and Python package for running inference (receiving predictions) and customizing result images from your Roboflow Train computer vision models.

Build an in-browser model experience like the one on the Roboflow homepage.

A computer vision powered Blackjack basic strategy app powered by Roboflow.

Evaluate the performance of computer vision models and prompts for zero-shot models (Grounding DINO, CLIP, BLIP, DINOv2, ImageBind, models hosted on Roboflow)

Passively collect images for computer vision datasets on the edge.

Monitor the performance of OpenAI's GPT O3 Mini model over time.

Minimal PyTorch implementation of YOLOv4

Article about deploying machine learning models using grpc, pytorch and asyncio

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Use Supabase as a drop-in replacement for Firebase

Start using computer vision in two minutes with our interactive Python notebook experience.

A one-stop repository for low-code easily-installable object detection pipelines.

repo for versioning snippets that show how to use Roboflow APIs

Flask-based web application designed to compare text and image embeddings using the CLIP model.

A Keras implementation of YOLOv3 (Tensorflow backend)

Templates for computer vision projects, referenced in Roboflow blog posts.

Official starter project for building iOS apps with Roboflow.

Agent-ready Skills for Roboflow and Computer Vision workflows

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YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported.

⭐ Star-Track is a user-friendly utility for tracking GitHub repository statistics

The repository provides code for running inference with the Meta Segment Anything Model 3 (SAM 3), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Uses computer vision to deter rabbits from eating your vegetables

Audio visual mitigation of Rickrolls using computer vision.

RTSP streaming using GStreamer

Synthetic data for object detection and segmentation

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This is a public repo for the Roboflow OBS Gesture Controller. The gesture controller currently responds to four gestures, "Up", "Down", "Stop", and "Grab". Performing these gestures will allow you to transition scenes and grab source objects inside of OBS.

Simple CogVLM client script

Object detection inference with Roboflow Train models on NVIDIA Jetson devices.

Roboflow's inference server to analyze video streams. This project extracts insights from video frames at defined intervals and generates informative visualizations and CSV outputs.

YOLOv3 in PyTorch > ONNX > CoreML > iOS

react starter app for roboflow inference

Using Roboflow with the Nest camera API

A web-based application for testing models trained with Roboflow. Powered by Streamlit.

Roboflow CLI and API module for node

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Command Line Interface for Roboflow

Demo of Annotators through Gradio

Deploy a YOLOv8 model (ONNX format) to an Amazon SageMaker endpoint for serving inference requests using ONNXRuntime

implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)

roboflow-100-3d-website

The official implementation of "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

Generating 1k images using Stable Diffusion and uploading them into your Roboflow project

YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite

Mashup Roboflow Object Detection with OCR to read license plates.

“YOLOLite — lightweight YOLO in PyTorch. ONNX export + CPU inference (Raspberry Pi friendly).” Forked from https://github.com/Lillthorin/YoloLite-Official-Repo

Roboflow SXSW Scavenger Hunt game.

Supervision cheatsheet website, coded up in Svelte

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Code for Roboflow's How to Create a Synthetic Dataset tutorial.

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Streamlit App for Blood Cell Count Dataset

A qualitative set of tests for use in evaluating the capabilities of foundation vision models.

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite

Lenny uses 500+ blog posts, 100+ docs pages, and Roboflow developer documentation to answer questions about computer vision and Roboflow.

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YOLOv12: Attention-Centric Real-Time Object Detectors

YOLOv12: Attention-Centric Real-Time Object Detectors (Flash Attn Fix)

A visual way to interact with computer vision using Node-RED

This is a repo for Roboflow TFT python examples.

BCCD (Blood Cell Count and Detection) Dataset is a small-scale dataset for blood cells detection.

Tunnelmole - Connect to local servers from anywhere

HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).

Pretrained models for TensorFlow.js

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

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Set-of-Mark Prompting for LMMs

Simple image captioning model

EfficientDet (Scalable and Efficient Object Detection) implementation in Keras and Tensorflow

TensorFlow record (.tfrecord) API for Node.JS and Browsers

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WebRTC and ORTC implementation for Python using asyncio

Sign In With Roboflow (SIWF) Example Application

Which model is the best at object detection? Which is best for small or large objects? We compare the results in a handy leaderboard.

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Roboflow fork of fickle - load pickled data as safely as possible

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The official python wrapper for the pylon Camera Software Suite

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

FirebaseUI is an open-source JavaScript library for Web that provides simple, customizable UI bindings on top of Firebase SDKs to eliminate boilerplate code and promote best practices.

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YOLOv6: a single-stage object detection framework dedicated to industrial applications.

A script you can use to benchmark the Roboflow Deploy targets with your custom trained model on your hardware.

A small project demonstrating how Roboflow's Inference APIs can be used to trigger email notifications.

Marrying Grounding DINO with Segment Anything & Stable Diffusion & Tag2Text & BLIP & Whisper & ChatBot - Automatically Detect , Segment and Generate Anything with Image, Text, and Audio Inputs

ODinW RF100 📸 challenge issues/discussions repository

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🔥 NodeJS module for canvas based heatmaps

HTML5 Canvas Floodfill via JavaScript

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

A lightweight library to calculate tensors in Swift, which has similar APIs to TensorFlow's

A conda-smithy repository for supervision.

A conda-smithy repository for rfdetr.

ESP32 server and linear actuator logic for automated door closing tool

Sam3D_Objects for Roboflow Inference

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A patching tool to remove the numpy<2 constraint from official mediapipe wheels.

NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite

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Python client library for Modal

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

A WebGL accelerated JavaScript library for training and deploying ML models.

State-of-the-art Image & Video CLIP, Multimodal Large Language Models, and More!

Baseline for rf100vl

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Official starter project for building iOS apps with Roboflow.

A project that optimizes OWL-ViT for real-time inference with NVIDIA TensorRT.

roboflow template for create-react-app

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How to upload images from Cloud Platforms (AWS, Azure, GCP) to Roboflow.

Embed a Roboflow Universe dataset into a web page.

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Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

The official implementation of "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

Hackathon project

Looks at construction video feed and gives key details.

Web-based tool to convert model into MyriadX blob

Helmut Hoffer von Ankershoffen experimenting with arm64 based NVIDIA Jetson (Nano and AGX Xavier) edge devices running Kubernetes (K8s) for machine learning (ML) including Jupyter Notebooks, TensorFlow Training and TensorFlow Serving using CUDA for smart IoT.

High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

Multiple image selecting package for Expo SDK (React Native) using MediaLibrary and Permissions.

An isomorphic Javascript client for Supabase.

Who you going to call when you detect a ghost?

Implementation of popular deep learning networks with TensorRT network definition API

Cohort viz tool

markdown-it plugin for size-specified image markups.