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I will do machine learning, computer vision and deep learning in python
Pakistan
Parlo Inglese, Turco
1 ordine completato
Data Scientist deeply interested in machine learning, computer vision
Hi, I'm Usman Ahmad, a passionate data scientist specializing in machine learning, computer vision, and deep learning. With a knack for transforming complex data into actionable insights, I excel in c...
Informazioni su questo servizio
Are you looking to harness the power of advanced technology for your projects? Look no further! I offer expert services in Computer Vision, Deep Learning, Machine Learning, and Python-based Image Processing. With years of experience, I specialize in:
- Custom Object Detection and image processing in Images/Videos
- Custom Person Pose Estimation (fitness workout, player poses, security & safety)
- Person Detection & Tracking in python opencv
- Ball Tracking & Finding the Future Ball Trajectory
- Persons Object Tracking in the minimart through computer vision
- Person detection & and counting In-Out line and machine learning
- Webcam Live Facial Recognition online application and deep learning
Models:
- TensorFlowLite, ONNX, CoreML, TensorRT, TensorFlow.js, PyTorch, MlKit
- YOLOv5, YOLO8, EfficientNet, EfficientDet, FastAi, NVIDIA DeepStream and many more.
Whether you need automated image analysis, pattern recognition, machine learning, deep learning, computer vision, or any custom image processing solution in python.
Please contact me to discuss your project requirements and how I can help bring your vision to life
Tecnologia:
Python
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Il mio portfolio
FAQ
What services do you offer in the field of computer vision?
I offer a range of services including custom object detection, person pose estimation, person detection and tracking, ball tracking and future trajectory prediction, person counting, and facial recognition. These services are tailored to meet specific project requirements in various domains such as
How do you utilize deep learning in your projects?
I leverage deep learning techniques to develop models that can perform complex image and video analysis tasks. This includes training and deploying models for object detection, pose estimation, and facial recognition using state-of-the-art frameworks and libraries like TensorFlow, PyTorch, and YOLO.
What machine learning frameworks and models do you work with?
I work with a variety of machine learning frameworks and models, including TensorFlowLite, ONNX, CoreML, TensorRT, TensorFlow.js, PyTorch, and MlKit. For specific tasks, I use models such as YOLOv5, YOLO8, EfficientNet, EfficientDet, FastAi, and NVIDIA DeepStream.
Can you develop custom image processing solutions in Python?
Yes, I specialize in developing custom image processing solutions using Python. This includes automated image analysis, pattern recognition, and other bespoke image processing tasks tailored to your project's needs.
How do you approach person pose estimation projects?
For person pose estimation, I develop models that can accurately estimate and track body poses in real-time. This is particularly useful for applications in fitness workouts, sports analysis, and security systems to monitor and evaluate human activities.
Can you develop a live facial recognition application?
Yes, I can develop live facial recognition applications that operate through webcams or other camera systems. These applications are useful for security, access control, and personalized user experiences.
