Animikh Aich

Animikh Aich
Moultrie · AI/ML

Master of Science
Building the Next Generation of Computer Vision Algorithms for Cellular Trail Cameras at Moultrie.

About

6
Publications
5,917
Reads
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114
Citations
Introduction
Machine Learning Engineer with 5+ years of experience in Applied Research and End-to-End Product Development. Expertise in scaling ML systems, leading cross-functional teams, and creating value by building novel applications in Computer Vision and deploying them efficiently in production environments.
Additional affiliations
June 2019 - present
Wobot Intelligence
Position
  • Group Leader
Education
August 2015 - July 2019
RNS Institute of Technology
Field of study
  • Electronics and Communication Engineering

Publications

Publications (6)
Preprint
Full-text available
Autonomous driving research faces significant challenges in transitioning from simulation-based evaluations to real-world implementations. While simulation environments offer controlled settings for training driving agents, real-world scenarios introduce unforeseen complexities crucial for assessing the robustness and adaptability of these agents....
Preprint
Full-text available
In autoencoder, the encoder generally approximates the latent distribution over the dataset, and the decoder generates samples using this learned latent distribution. There is very little control over the latent vector as using the random latent vector for generation will lead to trivial outputs. This work tries to address this issue by using the L...
Conference Paper
Full-text available
The amount of information readily accessible has increased dramatically due to the popularization and evolution of the Internet. It has become the main platform to express opinions for a large section of the population. These opinions can be shared in the form of reviews, in online discussion forums, or through social media platforms like Twitter,...
Chapter
Evolution of the Internet in the past decade resulted in generation of voluminous data in all sectors. Due to these advents, the people have new ways of expressing their opinions about anything in the form of tweets, blog posts, online discussion forums, status updates, etc. Sentiment analysis deals with the process of computationally identifying a...

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