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Gaze Tracking

Satya Mallick

November 19, 2019 By Leave a Comment

Gaze Tracking

https://youtu.be/-lmc2-podgQ In today's post, we are covering the topic of Gaze Estimation and Tracking. I was invited to give a talk on the ...

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Filed Under: Eyes, Tracking Tagged With: eye tracking, gaze estimation, gaze tracking

Simple Background Estimation in Videos using OpenCV (C++/Python)

Satya Mallick

August 27, 2019 By Leave a Comment

Video Background Estimation

In many computer vision applications, the processing power at your disposal is low. In such cases, we have to use simple, yet effective techniques. ...

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Filed Under: Tutorial, Video Analysis Tagged With: background estimation, median filtering, video analysis

Applications of Foreground-Background separation with Semantic Segmentation

Zubair Ahmed

July 23, 2019 By Leave a Comment

Applications of foreground-background Separation

In our previous post, we learned what is semantic segmentation and how to use DeepLab v3 in PyTorch to get an RGB mask of the detected labels within ...

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Filed Under: Deep Learning, how-to, PyTorch, Segmentation, Tutorial Tagged With: deep learning, DeepLab v3, PyTorch, Segmentation, tutorial

EfficientNet: Theory + Code

Satya Mallick

July 2, 2019 By Leave a Comment

EfficientNet Feature Image

In this post, we will discuss the paper "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks" At the heart of many computer ...

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Filed Under: Deep Learning, how-to, Image Classification, Keras, Performance, PyTorch, Tensorflow, Theory, Tutorial Tagged With: EfficientNet, Keras, PyTorch

Mask R-CNN Instance Segmentation with PyTorch

Satya Mallick
Shangeth Rajaa

June 25, 2019 By Leave a Comment

In this post, we will discuss a bit of theory behind Mask R-CNN and how to use the pre-trained Mask R-CNN model in PyTorch. This post is part of ...

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Filed Under: Deep Learning, how-to, PyTorch, Segmentation, Tutorial Tagged With: deep learning, instance segmentation, PyTorch

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Satya Mallick

I am an entrepreneur who loves Computer Vision and Machine Learning. I have a dozen years of experience (and a Ph.D.) in the field.

I am a co-founder of TAAZ Inc where the scalability, and robustness of our computer vision and machine learning algorithms have been put to rigorous test by more than 100M users who have tried our products. Read More…

Recent Posts

  • Gaze Tracking
  • Simple Background Estimation in Videos using OpenCV (C++/Python)
  • Applications of Foreground-Background separation with Semantic Segmentation
  • EfficientNet: Theory + Code
  • Mask R-CNN Instance Segmentation with PyTorch

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