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Barola Technologies - Educational Research, Development and Training
Day 1: Foundations of Artificial Intelligence, Machine Learning, and Deep Learning with Python. An overview of the Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL) fields is introduced, along with an emphasis on the Python programming language. This session will cover the installation of requisite software and packages for the course.
Day 2: Introduction to OpenCV: Video Capture and Color Conversion with Python. Participants will learn to use OpenCV, a well-known computer vision library, for real-time video capture and frame extraction. The process of color space conversion in videos using Python and OpenCV will be demonstrated.
Day 3: Advanced Video Recording with OpenCV. Participants will delve into the intricacies of video recording using OpenCV, including understanding the cv2.fourcc function and configuring various camera properties.
Day 4: Facial Detection Techniques with haarcascade. A fundamental task in computer vision, facial detection, will be explored using haarcascade, a technique widely recognized for this purpose. Implementation details in Python using OpenCV will be provided.
Day 5: Initiation to Face Recognition and Dataset Compilation. This day brings forward the concepts and algorithms behind face recognition. Participants will also learn to compile datasets for face recognition with appropriate techniques for image collection and labeling.
Day 6: Implementation of LBPH Algorithm for Face Recognition. A focus on the LBPH (Local Binary Patterns Histograms) algorithm, a widely used face recognition algorithm. The session covers the training of the LBPH model on the collected datasets and interpretation of the face recognition output.
Day 7: Assessment and Certification. The final day is dedicated to evaluating the participants' comprehension and the skills they have acquired during the course. Guidance on future resources and potential career paths in AI, ML, and DL will be provided. Upon successful completion of the course, participants will receive a 7 Days Artificial Intelligence and Machine Learning Internship Certificate.
7 Days Artificial Intelligence Internship - Barola Technologies
Discover What You'll Learn with Our Day-by-Day Summary!
7 Days Artificial Intelligence Internship - Barola Technologies
Day 1
Introduction to AI, ML, and Deep Learning. Overview, history, and relevance. Basic Python syntax, data types, and structures. Installation of necessary software and packages.
Day 2
Introduction to libraries for AI and ML: NumPy, Pandas, Matplotlib, Scikit-learn, and OpenCV. Basics of image and video handling with OpenCV.
Day 3
Deep Dive into OpenCV: Video capture, color conversion, and basic image processing techniques. Working with video recording using cv2.fourcc and manipulating camera properties.
Day 4
Introduction to Object Detection: Understanding Haar Cascades. Facial Detection Techniques: Practical examples and exercises with Haar Cascades.
Day 5
Introduction to Facial Recognition: Difference between detection and recognition. Data acquisition strategies. Hands-on: Capturing and pre-processing datasets for recognition.
Day 6
Face Recognition Algorithms: Overview of Eigenfaces, Fisherfaces, and LBPH. Deep-dive into LBPH Algorithm: Visualizing and interpreting output. Hands-on: Implementing a simple face recognition system using LBPH.
Day 7
Revision, Troubleshooting, and Testing: Revising the week's lessons, resolving issues, and testing models. Certification Process: Understanding certification requirements, preparation tips, and issuing certificates.
Disclaimer: We are committed to maintaining the schedule; however, in both general and unforeseen circumstances, we may need to adjust, change, and modify the flow or topic to provide an optimal learning experience. We reserve the right to such modifications. we appreciate your cooperation and understanding in such situations.
Artificial Intelligence Internship
7 and 15 Days Certified Practical Internship
We are thrilled to have you join our hands-on internship programme! Here, you'll have the opportunity to learn about exciting topics such as Artificial Intelligence (AI), Machine Learning (ML), Deep Learning (DL), Computer Vision, and Embedded Systems. We'll be able to see and use AI technologies in real, practical applications by using Python, OpenCV, and Microcontrollers.
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We have two great options for you - a focused 7-day Internship and a comprehensive 15-day Internship.
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The 7-day Internship offers an exciting opportunity to learn the fundamentals of AI, ML, DL, and Computer Vision. You'll be able to work with OpenCV on image and video processing tasks, gain knowledge about advanced facial and object detection techniques, and apply your skills by building a facial recognition system using the LBPH algorithm.
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Our 15-day Internship offers an opportunity to delve deeper and gain more insight. In addition to everything covered in the 7-day programme, you will learn about colour detection using the HSV colour space and the interaction between AI and Embedded Systems. You'll have the opportunity to learn how to programme the Atmega 328 P Microcontroller and discover the exciting world of Optical Character Recognition (OCR) with Tesseract. By the end of the programme, you'll have gained the skills to develop a fantastic object-tracking system using HSV colour detection!
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This internship programme provides ample opportunities for hands-on learning and practical experience. Upon completing the programme, you'll be awarded a certification showcasing your knowledge and skills in AI. Come and explore the exciting world of AI with our Internship! Gain practical skills in a rapidly growing field that will pave the way for your success.
TESTIMONIALS
The internship is so beneficial and informative. We've opted ML and the staff taught us very well. Friendly environment and well maintained infrastructure. Overall a very good experience 💯
- Shakthi
I did my internship in IOT for duration of 7days and Had very good experience. The concepts they taught were very clear to understand. My 7days were very useful in Barola Technologies. Thank you.
- Malini
The trainers of Barola Technologies were very friendly to us. And they shared much more informative during the internship period.
- Srinath
Cost
For 7 Days Internship
Rs 2,500/- , NOW Rs 2,000 per student (For students’ registration of 6 & above members).
Rs: 3000/-, NOW 2,500/- per student (For students’ registration between 1 to 5 members).
For 15 Days Internship
Rs 5,000/- NOW Rs 3,500 per student (For students’ registration of 6 & above members).
Rs: 6,000/- NOW Rs 4,500 per student (For students’ registration between 1 to 5 members).