Roboflow 的公共 GitHub 足迹

We write your reusable computer vision tools. 💜

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.

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.

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

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

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

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.

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.

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

repo for versioning snippets that show how to use Roboflow APIs

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

Official starter project for building iOS apps with Roboflow.

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

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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.

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.

Agent-ready Skills for Roboflow and Computer Vision workflows

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.

react starter app for roboflow inference

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Command Line Interface for Roboflow

Roboflow CLI and API module for node

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

“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

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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

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

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

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.