testi

Public project resources for testi.

8 of 8 resourcesAll tags
GitHubUpdated May 30, 10:32 AM

OpenCV

Open

Core open-source computer vision library with algorithms for image processing, camera calibration, object detection, tracking, and deployment across desktop, mobile, and embedded systems.

Strong foundation for student projects involving cameras, robotics perception, augmented reality, inspection, and ML/CV prototypes.

computer-visionimage-processingroboticsc++python
GitHubUpdated May 30, 10:32 AM

Ultralytics YOLO

Open

Modern YOLO models and tooling for object detection, segmentation, classification, pose estimation, and tracking, with Python APIs and CLI workflows.

Useful for quickly building vision demos such as object detectors, smart cameras, robotics perception, and dataset-training experiments.

computer-visionobject-detectiondeep-learningpythonyolo
GitHubUpdated May 30, 10:32 AM

ESP-IDF

Open

Official Espressif IoT Development Framework for ESP32, ESP32-S, ESP32-C, and related microcontrollers, including drivers, networking stacks, RTOS support, and examples.

Excellent for embedded, IoT, sensor, wireless, robotics, and edge-device projects beyond basic Arduino sketches.

embeddediotesp32firmwarefreertos
GitHubUpdated May 30, 10:32 AM

PlatformIO Core

Open

Cross-platform embedded development ecosystem supporting many boards, frameworks, libraries, build systems, and IDE integrations.

Helps teams manage reproducible embedded/Arduino/ESP32 projects with dependency management, board configs, testing, and CI-friendly builds.

embeddedarduinoesp32iotdeveloper-tools
DocsUpdated May 30, 10:32 AM

Raspberry Pi Documentation

Open

Official Raspberry Pi documentation covering hardware, Raspberry Pi OS, GPIO, cameras, configuration, networking, and project setup.

Useful learning and reference resource for student hardware projects, robotics controllers, edge AI prototypes, and IoT systems.

raspberry-pilinuxhardwareiotgpio
TutorialUpdated May 30, 10:32 AM

Hugging Face Learn

Open

Free learning hub with courses and tutorials on transformers, NLP, diffusion models, agents, reinforcement learning, and open-source AI tools.

Complements model repositories with hands-on learning paths for teams building AI prototypes, LLM apps, and ML experiments.

machine-learningnlpllmstransformerstutorials
GitHubUpdated May 30, 10:32 AM

Made With ML

Open

Project-based MLOps curriculum covering data, modeling, testing, reproducibility, deployment, APIs, monitoring, and production ML practices.

Good for students moving from notebooks to team-ready ML projects with maintainable structure and engineering workflows.

machine-learningmlopspythonproduction-mltutorial
GitHubUpdated May 30, 10:32 AM

Duckietown

Open

Open-source educational robotics ecosystem for autonomous driving with Duckiebots, simulation, perception, planning, and learning materials across multiple repositories.

Strong project base for teams interested in robotics, autonomy, ROS-based systems, computer vision, and self-driving experiments.

roboticsautonomous-drivingeducationrossimulation