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OpenCV with Python Training Course Outline
Module 1: Applying Geometric Transformations to Images
- Installing OpenCV-Python
- Reading, Displaying, and Saving Images
- Colour Spaces in OpenCV
- Image Translation
- Rotation
- Scaling
- Affine and Projective Transformations
- Image Warping in OpenCV
Module 2: Detecting Edges and Applying Image Filter
- 2D Convolution
- Blurring, Sharpening, and Edge Detection
- Erosion and Dilation
- Cartooning an Image
Module 3: Image Features Extraction
- Keypoints
- Detecting the Corners
- SIFT (Scale Invariant Feature Transform)
- SURF (Speeded-Up Robust Features)
- FAST (Features from Accelerated Segmented Test)
- BRIEF (Binary Robust Independent Elementary Features)
Module 4: Seam Carving
- What is Seam Carving?
- Traditional Resizing Vs Seam Carving
Module 5: Detecting Shapes and Segmenting an Image
- Shape Matching and Contour Analysis
- Approximating a Contour
- Censoring a Shape
- Image Segmentation
Module 6: Object Recognition
- Object Detection Vs Object Recognition
- Dense Feature Detector
- Visual Dictionary
- Support Vector Machines
- Detecting and Tracking Body Parts
- Machine Learning by an Artificial Neural Network
Who should attend this OpenCV with Python Training Course?
The OpenCV with Python Training is a comprehensive program designed to provide participants with the knowledge and skills needed to work with the OpenCV library using the Python programming language. The course is useful for the following professionals:
- Computer Vision Enthusiasts
- Artificial Intelligence and Machine Learning Developers
- Software Engineers
- Image Processing Specialists
- Robotics Engineers
- Data Scientists
- Application Developers
Prerequisites of the OpenCV with Python Training Course
There are no formal prerequisites for the OpenCV with Python Training. However, a basic understanding of OpenCV and Python can be beneficial.
OpenCV with Python Training Course Overview
OpenCV for Python allows the running of computer vision algorithms in real time using the Python language. This technology allows applications to be integrated into the cloud seamlessly. It is also an appropriate tool for fast prototyping to solve computer vision problems.
This one-day OpenCV with Python Training course provides delegates with an understanding of the concepts of object tracking and object recognition. It also teaches practical skills for image transformation, including applying geometric transformations to images, detecting edges, segmenting an image and applying image filters. Other knowledge taught includes cartooning an image and seam carving.
What’s included in this OpenCV with Python Training Course
- World-class Training Sessions from Experienced Instructors
- OpenCV with Python Training Certificate
- Digital Delegate Pack
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Our Albany, NY venue
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IT support is on hand to sort out any unforseen issues that may arise.
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This location has full video conferencing equipment.
Ways to take this course
Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led OpenCV With Python Courses in Albany, NY. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.
Unlock your potential with The Knowledge Academy's OpenCV With Python Courses in Albany, NY, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.
Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.
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Cut unnecessary costs and focus your entire budget on what really matters, the training.
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Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings
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OpenCV With Python Courses in Albany, NY FAQs
OpenCV is an open-source computer vision and Machine Learning software library. It contains over 2,500 optimised algorithms that can be used for various tasks like image processing, object detection, and face recognition. OpenCV helps developers build real-time computer vision applications across different platforms.
OpenCV can be seamlessly integrated with Python, allowing developers to implement complex image processing and computer vision tasks easily. With Python’s simplicity and OpenCV’s rich library of functions, you can perform image manipulations, detect objects, and even recognise facial features with minimal effort.
Attending this training is essential for anyone looking to master image processing and computer vision using Python. The course offers hands-on experience and teaches practical applications, enabling delegates to build cutting-edge projects such as real-time object detection and face recognition systems.
There are no formal prerequisites for the OpenCV with Python Training. However, a basic understanding of OpenCV and Python can be beneficial.
This course is ideal for Software Developers, Data Scientists, AI Enthusiasts, and anyone interested in working with image processing and computer vision. Beginners and professionals looking to expand their skills in Python and OpenCV are encouraged to join.
Yes, The Knowledge Academy provides 24/7 support to ensure a smooth learning experience for our students. Whether you have queries about course content or technical issues, our dedicated support team is here to assist you at any time.
The course includes comprehensive learning materials, hands-on coding exercises, real-world projects, and access to our expert instructors. You will also receive downloadable resources and lifetime access to course content for continued learning.
The OpenCV with Python Training Course spans 1 day.
Course confirmation details are sent within 24 hours after registration. You will receive all relevant information about the training schedule, venue (if applicable), and access to online resources.
While prior experience with Python is helpful, it is not mandatory. Our course is designed to accommodate both beginners and those with Python experience. We provide a foundational overview of Python before diving into OpenCV.
Yes, this training includes modules on object detection and facial recognition. You will learn how to implement these features using OpenCV and Python, gaining the skills to create your own computer vision projects.
Upon successful completion of the OpenCV with Python Training Course, you will receive a globally recognised certification from The Knowledge Academy, validating your expertise in computer vision and Python.
After completing the training, you can pursue careers in fields like Computer Vision, Machine Learning, Data Science, and Artificial Intelligence. Roles such as Computer Vision Engineer, AI Developer, and Python Developer are just a few of the career options available.
Certification in OpenCV with Python demonstrates your proficiency in a sought-after technology. It enhances your resume, boosts your employability, and gives you the confidence to tackle real-world computer vision projects.
In this course, you will learn the fundamentals of computer vision, image processing techniques, object detection, face recognition, and how to build real-time applications using Python and OpenCV. Practical, hands-on exercises reinforce each concept.
Yes, we offer a self-paced version of the OpenCV with Python Online Training. This allows you to learn at your own pace and on your schedule, with full access to course materials and support from our instructors.
Yes, The Knowledge Academy offers corporate training solutions for OpenCV with Python. Whether your team needs a group session or tailored course content, we can create a learning plan to meet your organisation's needs.
If you encounter any issues accessing your course, please contact our support team via email or phone. Our dedicated support team is available 24/7 to assist with any technical difficulties.
This course caters to different levels of learners, from beginners to advanced users. The content is structured to gradually introduce new concepts, making it accessible while still challenging for more experienced learners.
Yes, after successfully completing the training, you will receive a prestigious certification from The Knowledge Academy, confirming your expertise in OpenCV and Python.
The Knowledge Academy stands out as a prestigious training provider known for its extensive course offerings, expert instructors, adaptable learning formats, and industry recognition. It's a dependable option for those seeking this Certification.
The training fees for OpenCV with Python Trainingin Albany, NY starts from $2495
The Knowledge Academy is the Leading global training provider for OpenCV with Python Training.
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"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"
Joshua Davies, Thames Water
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