DataHour: Deep Dive into Semantic Segmentation- Techniques, Challenges and State-of-the-Art
DataHour: Deep Dive into Semantic Segmentation- Techniques, Challenges and State-of-the-Art
15 Feb 202313:02pm - 15 Feb 202314:02pm
DataHour: Deep Dive into Semantic Segmentation- Techniques, Challenges and State-of-the-Art
About the Event
Semantic segmentation is a critical task in computer vision, where the goal is to assign a semantic label to each pixel in an image. It has a wide range of applications, including medical imaging, autonomous vehicles, and scene understanding. In this DataHour, Kashish will provide you with a deep understanding of the techniques, challenges, and state-of-the-art developments in semantic segmentation.
You will also learn about the different types of deep learning techniques used in semantic segmentation, including neural network architectures, loss functions, data pre-processing and augmentation techniques. You will be introduced to the challenges involved in semantic segmentation and ways to address them. Finally, he will explain the state-of-the-art models and their performance on benchmark datasets, as well as the applications of semantic segmentation in various domains.
Prerequisites: Basic knowledge of Deep learning, Programming skills in Python and familiarity with popular deep learning frameworks such as TensorFlow or PyTorch and most importantly curiosity of learning about computer vision and deep learning.
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
Who is this DataHour for?
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
About the Speaker
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