Computer Vision: Image Processing with Python
In our digital age, where every moment can be captured, archived, and shared, the ability to understand and interpret these images becomes paramount. This is where Computer Vision comes into play. Using Python, one of the most versatile languages, Computer Vision specialists turn every pixel into a treasure trove of information, thereby redefining our interactions with the digital world.
Learn More
The Profession of Computer Vision in France: A Visual Odyssey
Mission
At the Heart of Europe: France’s Pioneering Role in Computer Vision
In the heart of Europe, France shines not only for its rich history and culture but also for its ability to innovate in the most cutting-edge domains. Computer Vision stands as a striking example of this.
France’s deep roots in mathematics and computer science have nurtured a fertile ground for the emergence of globally recognized computer vision specialists. These talents, coupled with a national passion for research and innovation, position France as a rising star and a European leader in this rapidly expanding technological space.
Imagine a world where cameras don’t just capture, but understand what they see. Where cars drive themselves by interpreting movements around them. Where the ads you see online are tailored not just based on what you like but also how you emotionally react to content. This is the world that Computer Vision is shaping – and France is at the forefront of this revolution.
And within this revolution, Datakoo Training stands as your guide. Our Computer Vision training is designed not just to give you insights into current achievements but also to prepare you to be a key player in future innovations. Through a mix of theoretical learning and hands-on experiences, our course will immerse you in applications ranging from object detection to facial recognition, all the while emphasizing the techniques, tools, and methodologies shaping the future of computer vision.
So, are you ready to join the forefront of this visual odyssey in France with Datakoo Training?
Learn More
🎯 Training Objectives
Deep Vision
Introduce participants to the fundamentals and applications of Computer Vision.
Python Tools for Vision
Explore libraries such as OpenCV, TensorFlow, and PyTorch.
Image Processing Techniques
Learn the steps of preprocessing, segmentation, and recognition.
Detection and Recognition
Understanding the mechanisms of object detection and facial recognition.
Real Projects
Immerse participants in concrete projects to enhance their learning.
AI & Computer Vision
Explore how Artificial Intelligence enhances the capabilities of Computer Vision.
Learn More
📚 Course Content
Introduction to Computer Vision
Explore the fascinating world of computer vision, its applications, and how it's transforming the industrial and digital landscape.
Essential Python Libraries for Computer Vision
Dive into powerful tools like OpenCV and TensorFlow, and get acquainted with their image processing capabilities.
Learn fundamental image processing techniques
Explore the basics of image processing: filtering, geometric transformations, edge detection, and segmentation.
Object Recognition and Detection
Learn to identify and locate objects in images using methods like cascade classifiers and Convolutional Neural Networks (CNN).
Advanced Techniques: Facial Recognition and Motion Analysis
Dive into more specialized topics: from face detection to motion analysis, discover how computer vision is used in modern applications such as biometrics and sports analytics.
Engage in real-world projects to apply your skills practically.
Enhance your skills through hands-on exercises and real-world case studies. Build practical computer vision applications like surveillance systems or custom photo filters, gaining tangible insights into the field.
The job of data analyst in a few figures
attractive remuneration
10000
€
The average salary of a Computer Vision specialist in France is between €50,000 and €70,000 per year, with substantial opportunities for experts and senior managers to increase. This figure not only reveals the importance of the role, but also the investment of companies in this key technology.
Technological predominance
0
%
80% of companies in France plan to integrate computer vision solutions by 2026. As technology matures and becomes more accessible, France is establishing itself as an undisputed leader in adoption and innovation.
growing opportunities
0
%
The labour market reflects the growing importance of this area. With an impressive 65% increase in job postings related to Computer Vision in 2022, professionals specializing in this field are more sought after than ever.
Format & Prerequisites
1 day format
1 day format:
Introduction to computer vision and its importance.
Understand digital images: pixels, colors, shapes.
Introduction to OpenCV for image processing
Basic operations with OpenCV:
transformation, filtering.
Introduction to object detection.
Workshop: Image manipulation with OpenCv
2 day format
Day 1:
Introduction to computer vision.
Understanding digital images:
histograms, transformations.
Image manipulation with OpenCV.
Filtering and contour detection techniques.
Detection of simple shapes and objects.
Day 2:
Introduction to NNCs with Keras.
Architecture and functioning of a CNN.
Advanced techniques: facial recognition, object tracking.
Workshop: Computer vision project - from idea to realization.
Format 4 jours
Day 1:
Introduction to computer vision.
Image processing basics:
pixels, histograms, transformations.
Basic operations with OpenCV.
Day 2:
Advanced techniques with OpenCV:
filtering, edge detection.
Object detection and tracking.
Shape and face recognition
Day 3:
Introduction to convolutional neural networks (CNN).
CNN with TensorFlow/Keras:
architecture, training.
Image classification with CNN.
Day 4:
Advanced computer vision techniques: segmentation, object
detection with SSD, YOLO.
Increased data for training.
Final project: Complete computer vision application.
prerequisite
A basic knowledge of Python. Basic knowledge in Machine Learning. Familiarity with basic data structures and algorithms. Previous experience with Python libraries such as Pandas and NumPy would be an advantage.
Learn more
🗓 Plan your consultation!
Do you have questions? Would you like to know more about our training courses or discuss a specific project? Make an appointment with our team for a personalized session.
We look forward to working with you and helping you on your learning journey with Datakoo Training.
🌌ourWhy choose Computer Vision training with Python at Datakoo Training?
recognized expertise
Our trainers, with significant field experience and collaborations with leaders like Orange, combine theoretical and practical expertise. At Datakoo, teaching is rooted in business reality, enriched by concrete cases.
practical approach
Our Data Analyst training goes beyond theory, focusing on concrete experience. With realistic case studies and workshops, we prepare you to effectively apply your technical skills in various professional contexts.
a springboard for your career
Although Datakoo is new, our training is designed to propel your career. Our programs, focused on the most sought-after skills, position you ahead in the competitive world of data science.
ongoing support
At Datakoo, your learning goes beyond training. We value lifelong learning and are here to answer your questions in a professional context. Get post-training support and regular updates on our platform. With Datakoo, you have a constant ally in your professional progression.
Do you want to take your skills to the next level today?
Discover the future of data training. With Datakoo, every lesson is an opportunity, every module a step towards excellence. You have the potential; we have the tools. Start your transformation today!