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Training a MaskFormer Segmentation Model with @HuggingFace Transformers
In this live stream, we’ll show you how to train a MaskFormer Segmentation Model with 🤗 Transformers. We’ll load, train, and evaluate the model on a custom dataset with a few lines of code.
Don’t miss out on this opportunity to learn about the difference between the various forms of image segmentation, how MaskFormer addresses semantic segmentation with a mask classification paradigm instead of performing classic pixel-level classification, and how to use MaskFormer to perform universal image segmentation.
We’ll be joined by Alara from the @HuggingFace team, who will provide valuable insights.
You can read more about Maskformer and tuning it in this blogpost:
https://pyimagesearch.com/2023/03/13/train-a-maskformer-segmentation-model-with-hugging-face-transformers/
#huggingface #pyimagesearch #deeplearning #machinelearning -
Learning Google JAX in 2023 | Part - 2 | PyImageSearch | grad, jit, vmap, pmap
Ready to take your deep learning and machine learning game to the next level? Tune in to our LIVE stream and discover the incredible power tools of JAX! Get to grips with jax.grad, jax.jit, jax.vmap, and jax.pmap, and revolutionize your work. We're also discussing randomness with JAX, making this an unmissable event for anyone serious about #deeplearning, #machinelearning, #python, #JAX, and #google. Hit that link in the description and get ready to supercharge your skills!
Blog posts:
Part 1: https://pyimagesearch.com/2023/02/20/learning-jax-in-2023-part-1-the-ultimate-guide-to-accelerating-numerical-computation-and-machine-learning/
Part 2: https://pyimagesearch.com/2023/02/27/learning-jax-in-2023-part-2-jaxs-power-tools-grad-jit-vmap-and-pmap/
PyImageSearch University: https://pyimagesearch.com/pyimagesearch-university/ -
Introduction to Visual Sensor Fusion | PyImageSearch #sensorfusion
#PyImageSearch
#visualeffects
This video provides you with a complete tutorial on introduction to visual sensor fusion. This tutorial is meant to help you learn the basics of visual sensor fusion. We do not assume any prior knowledge of Python or related Computer Vision technologies.
Our videos help software developers, deep learning practitioners, entrepreneurs,
and students with computer vision and deep learning.
If you liked this video, feel free to check out https://pyimagesearch.com for
more background or details that might be helpful to you.
We post a new video every week, so - subscribe to make sure you don’t miss any
updates, and thanks for watching, liking, and sharing our content.
TOPICS:
What is visual sensor fusion
Intuitions behind visual sensor fusion
CODE LINK:
https://pyimagesearch.com/pyimagesearch-university/#collapse27
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Getting started with #EasyOCR for Optical Character Recognition
This video provides you with a complete tutorial on getting started with EasyOCR for your Optical Character Recognition project. This tutorial is meant to help you learn how to OCR with the use of EasyOCR. We do not assume any prior knowledge of Python or related Computer Vision technologies.
Our videos help software developers, deep learning practitioners, entrepreneurs,
and students with computer vision and deep learning.
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We post a new video every week, so - subscribe to make sure you don’t miss any
updates, and thanks for watching, liking, and sharing our content.
TOPICS:
How to OCR with EasyOCR
Begin your journey with EasyOCR
CODE LINK:
https://pyimagesearch.com/pyimagesearch-university/#collapse26
SOCIAL MEDIA:
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Object detection Bounding box regression with #keras , #tensorflow, #objectdetection & #deeplearning
#opencv #objectdetection #deeplearning #tensorflow #PyImageSearch
This video provides you with a complete tutorial on object detection with bounding box regression with TensorFlow and Keras. This tutorial is meant to help you learn how to detect objects with bounding box regression. We do not assume any prior knowledge of Python or related Computer Vision technologies.
Our videos help software developers, deep learning practitioners, entrepreneurs,
and students with computer vision and deep learning.
If you liked this video, feel free to check out https://pyimagesearch.com for
more background or details that might be helpful to you.
We post a new video every week, so - subscribe to make sure you don’t miss any
updates, and thanks for watching, liking, and sharing our content.
TOPICS:
How to detect objects with TensorFlow and Keras
Detect objects with bounding box regression using TensorFlow and Keras
CODE LINK:
https://pyimagesearch.com/pyimagesearch-university/#collapse23
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Detecting and OCR’ing Digits with #tesseract and #python | PyImageSearch | OCR Part-2
This video provides you with a complete tutorial on OCR'ing digits with Tesseract and Python. This tutorial is meant to help you learn how to OCR digits with Tesseract and Python. We do not assume any prior knowledge of Python or related Computer Vision technologies.
Our videos help software developers, deep learning practitioners, entrepreneurs,
and students with computer vision and deep learning.
If you liked this video, feel free to check out https://pyimagesearch.com for
more background or details that might be helpful to you.
We post a new video every week, so - subscribe to make sure you don’t miss any
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TOPICS:
How to OCR digits
OCR'ing digits with Tesseract and Python
CODE LINK:
https://pyimagesearch.com/pyimagesearch-university/#collapse25
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A Deep Dive into Transformers | PyImageSearch | Live Lesson
Live Stream on the Transformers and Attention Mechanisms. Understand the basics and evolution of Attention and various components of the Transformers Architecture in this fun and interactive Live Lesson.
Got a question?
Tweet to us: https://twitter.com/PyImageSearch
#pyimagesearch #livestream #attention #transformers -
What is Optical Character Recognition | PyImageSearch | OCR Part - 1 #ocr #PyImageSearch
#PyImageSearch #ocr #deeplearning #opencv #python
This video provides you with a complete tutorial on Optical Character Recognition. This tutorial is meant to help you learn how to detect characters in an image. We do not assume any prior knowledge of Python or related Computer Vision technologies.
Our videos help software developers, deep learning practitioners, entrepreneurs,
and students with computer vision and deep learning.
If you liked this video, feel free to check out https://pyimagesearch.com for
more background or details that might be helpful to you.
We post a new video every week, so - subscribe to make sure you don’t miss any
updates, and thanks for watching, liking, and sharing our content.
TOPICS:
What is Optical Character Recognition?
How to recognise optical characters off am image?
CODE LINK:
https://pyimagesearch.com/pyimagesearch-university/#collapse21
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PyImageSearch Live Stream
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Turn your Image Classifier into an Object Detector | PyImageSearch | Deep Learning Part - 15
This video provides you with a complete tutorial on how to turn your image classifier into an object detector. This tutorial is meant to help you learn about image classification and how to turn it into a working object detector. We do not assume any prior knowledge of Python or related Computer Vision technologies.
Our videos help software developers, deep learning practitioners, entrepreneurs,
and students with computer vision and deep learning.
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We post a new video every week, so - subscribe to make sure you don’t miss any
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TOPICS:
Convert your Image Classifier to Object Detector
How to turn your image classifier into a working object detector
CODE LINK:
https://pyimagesearch.com/pyimagesearch-university/#collapse21
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Shape Detection with #opencv | PyImageSearch | OpenCV Part - 13
This video provides you with a complete tutorial on shape detection with OpenCV. This tutorial is meant to help you learn how to detect shapes in an image with OpenCV and Python. We do not assume any prior knowledge of Python or related Computer Vision technologies.
Our videos help software developers, deep learning practitioners, entrepreneurs,
and students with computer vision and deep learning.
If you liked this video, feel free to check out https://pyimagesearch.com for
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We post a new video every week, so - subscribe to make sure you don’t miss any
updates, and thanks for watching, liking, and sharing our content.
TOPICS:
Detect shapes in an image using OpenCV and Python
With OpenCV detect shapes in an image
How to detect shapes in an image with OpenCV and Python
CODE LINK:
https://pyimagesearch.com/pyimagesearch-university/#collapse20
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Adversarial images and attacks with Keras and TensorFlow | PyImageSearch | Deep Learning Part -14
This video provides you with a complete tutorial on adversarial image attacks. This tutorial is meant to help you learn how to building image pairs for siamese networks using python. We do not assume any prior knowledge of Python or related Computer Vision technologies.
Our videos help software developers, deep learning practitioners, entrepreneurs,
and students with computer vision and deep learning.
If you liked this video, feel free to check out https://pyimagesearch.com for
more background or details that might be helpful to you.
We post a new video every week, so - subscribe to make sure you don’t miss any
updates, and thanks for watching, liking, and sharing our content.
TOPICS:
Adversarial Image attacks with TensorFlow and Keras
Adversarial image attacks
CODE LINK:
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You can master Computer Vision, Deep Learning, and OpenCV - PyImageSearch
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You can learn Computer Vision, Deep Learning, and OpenCV.
Get your FREE 17 page Computer Vision, OpenCV, and Deep Learning Resource Guide PDF. Inside you’ll find our hand-picked tutorials, books, courses, and libraries to help you master CV and DL.