هذا مقطع لنيكولاس ومقطع لي كتجربه اذا فعلت الانالوج سبرنت
شوف كيف ثيو يلاحق فيني ماقدر😂😂😂
ادخل الاعدادات
Analog sprint وخليه شغال، صورت اعداداتي كاملة عشان تشوفونها
وذا جيت تركض لا تضغط R2 كامل اضغطه مثلا بنسبة ٧٠٪ شوف كيف الاعب يركض والكوره قريبه منه + لابد يكون معاه رابيد لو ابيض عشان يلف معك بسرعة
AI FOOTBALL ANALYSIS. A FULL COMPUTER VISION SYSTEM. BUILT ON YOLO, OPENCV, AND PYTHON.
You upload a regular match video. No sensors, no GPS trackers, just camera footage.
The neural network finds every player, referee, and ball on its own. Every frame, in real time.
KMeans clustering breaks down jersey colors pixel by pixel. The system splits players into teams automatically. Without a single manual hint.
Optical Flow tracks camera movement. Separates it from player movement. Perspective Transformation converts pixels into real meters.
Speed of every player. Distance covered. Ball possession percentage. All calculated automatically.
Four hours of tutorial from zero to a working system.
The model is trained on real Bundesliga matches. Runs on a regular GPU. Python code - take it and run.
Sports analytics is no longer behind closed doors. AI leveled the playing field.