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    1. Home
    2. Computer Vision
    3. Awesome Drone Vision

    Awesome Drone Vision

    A curated collection of papers, code, datasets, and other resources for drone computer vision. Comprehensive resource for developing visual perception systems for autonomous drones and UAVs.

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    Information

    Websitegithub.com
    PublishedMar 24, 2026

    Categories

    1 Item
    Computer Vision

    Tags

    3 Items
    #drones#computer-vision#uav

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    6 result(s)

    Awesome Drones

    A comprehensive list of drone and UAV resources, including quadcopters, development tools, and related technologies. Covers hardware, software, and learning materials for drone enthusiasts and developers.

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    A curated list of augmented reality resources covering development frameworks, computer vision libraries, and tools for creating AR experiences that overlay digital content on the real world.

    Awesome Computer Vision (Educational)

    A curated educational list for computer vision covering satellite imagery datasets, facial recognition research, image segmentation, SLAM, and various CV applications.

    Awesome OpenCV

    A curated list of OpenCV resources including tutorials, projects, and learning materials for computer vision and image processing with the OpenCV library.

    Awesome Data – Image Processing Datasets

    A curated awesome-style collection of image processing and computer vision datasets, hosted under the Awesome Data (apd-core) project. The listed datasets (e.g., ImageNet, KITTI, Danbooru, DukeMTMC) are part of this meta awesome directory of specialized data resources.

    Featured

    Awesome Dronecraft

    A study plan for understanding how autonomous drones work, from basic programming to advanced autonomous systems. Manually curated resources covering flight control, computer vision, and autonomous navigation.

    Overview

    Awesome Drone Vision provides comprehensive resources for developing computer vision systems for drones and unmanned aerial vehicles (UAVs).

    Categories Covered

    • Object Detection - Detecting objects from aerial imagery
    • Tracking - Visual tracking from drone perspective
    • Navigation - Vision-based navigation and localization
    • Mapping - Creating maps from drone imagery
    • 3D Reconstruction - Building 3D models from aerial views

    Datasets Included

    • The UZH-FPV Drone Racing Dataset
    • The Blackbird Dataset
    • VisDrone dataset for object detection
    • Stanford Drone Dataset
    • Aerial imagery datasets

    Research Papers

    • Deep learning for aerial imagery
    • Real-time object detection
    • SLAM for drones
    • Vision-based control
    • Autonomous navigation

    Code Repositories

    • Open-source implementations
    • PyTorch and TensorFlow models
    • ROS packages for drones
    • Vision algorithms

    Applications

    • Autonomous drone racing
    • Search and rescue
    • Agricultural monitoring
    • Infrastructure inspection
    • Mapping and surveying
    • Package delivery

    Key Technologies

    • Convolutional neural networks
    • Optical flow estimation
    • Visual odometry
    • Simultaneous localization and mapping
    • Deep reinforcement learning

    Use Cases

    • Research in drone vision
    • Autonomous drone development
    • Computer vision projects
    • UAV applications

    Pricing

    Free and open-source resource collection.