#python #deep_learning #hub #image_classification #instance_segmentation #machine_learning #obb #object_detection #pose #pytorch #tracking #ultralytics #yolo #yolo_world #yolo_world_v2 #yolo11 #yolov10 #yolov8 #yolov9

Ultralytics YOLO11 is a state-of-the-art model for object detection, segmentation, classification, and pose estimation. It is fast, accurate, and easy to use, making it suitable for various tasks. You can install it using pip (`pip install ultralytics`) and use it via the command line or Python scripts. The model comes with extensive documentation and community support through Discord, Reddit, and forums. Additionally, Ultralytics offers integrations with other AI platforms like Roboflow and ClearML to enhance your workflow. This tool benefits users by providing high-performance AI capabilities with minimal setup and robust community resources for assistance.

https://github.com/ultralytics/ultralytics

#typescript #api_client #hub #huggingface #inference #machine_learning

Hugging Face offers JavaScript libraries that let you easily use over 100,000 AI models for tasks like text generation, image creation, translation, and more, directly in your code or browser. You can create and manage model repositories, upload files, and run AI tasks such as chat completions or text-to-image generation with simple commands. These libraries work on modern environments without extra dependencies and support multiple providers, giving you flexible access to powerful AI tools. This helps you quickly add advanced AI features to your projects without deep AI expertise or complex setup.

https://github.com/huggingface/huggingface.js