I will do computer vision sports analytics, real time player tracking, match analysis

Algumas informações são exibidas no idioma inglês.

Estados Unidos

Eu falo Francês, Inglês, Espanhol, Alemão

18 pedidos finalizados

Team of Software Developer CRM Automations

We’re your go-to technical partners for building smart systems and cool games. Whether we're cleaning up your business chaos with CRM automation (GoHighLevel, HubSpot, Zapier) or coding immersive G...

Nível 1

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Sobre este Serviço

Get a custom computer vision sports analytics solution. I build production-ready AI sports tracking and video analytics pipelines to extract deep player metrics, tactical data, and automated event insights from game footage.


Expertise in

  • Automated Object Tracking: Multi-object tracking (MOT) using ByteTrack and DeepSORT for precise player and ball tracking.
  • Action & Event Recognition: Real-time pose estimation, shot detection, and pass detection.
  • Spatial & Tactical Metrics: Dynamic heatmaps, team formation analysis, and speed and distance measurement.
  • Data Processing & UI: Optical character recognition (OCR) for jersey/number ID, integrated into custom analytics dashboards.


Technology Stack

  • Languages & Core: Python, OpenCV, Video Analytics
  • Deep Learning Frameworks: PyTorch, TensorFlow, YOLO (YOLOv8/YOLOv9/YOLOv10)
  • Tracking & Vision: ByteTrack, DeepSORT, Pose Estimation, Action Recognition


Supported Sports

  • Soccer / Football, Basketball, Tennis, Volleyball, Hockey, Rugby, Cricket


Message me before ordering to share your video sample data format, latency needs, and core performance metrics.

APIs:

IA de Visão Computacional da Microsoft

Amazon Rekognition

Especialidade:

processamento de imagem

Classificação

Linguagem de programação:

Python

Ferramentas:

caderno Jupyter

opencv

OpenNN

fluxo tensor

MLflow

Frameworks:

DeepPy

Google ML Kit

SimpleCV

keras

Panda

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