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Computer Vision

Many areas such as document processing, image classification, object detection and identification, OCR, come under computer vision.

RGB v/s HSV for Computer Vision
Computer Vision

RGB v/s HSV for Computer Vision

Computer vision is an interdisciplinary scientific field that deals with how computers can be made to gain high-level understanding from digital images or videos. If we consider Digital images then it can be

  • Rehan Guha
    Rehan Guha
4 min read
Computer Vision

Graph Convolution for Multimodal Information Extraction from Visually Rich Documents

The objective of the paper is to extract structured information from unstructured documents such as invoices and receipts. Document Modeling Each document is modeled as a graph of text segments, where each text

  • Krishna Vishal Vemula
    Krishna Vishal Vemula
  • Subrahmanya Swamy
    Subrahmanya Swamy
3 min read
Visual classification of document images
Deep Learning

Visual classification of document images

Document image classification is not as well studied as natural image classification. We experimented with different neural network architectures on document image dataset. We discuss our preliminary results in this post.

  • Krishna Vishal Vemula
    Krishna Vishal Vemula
  • Subrahmanya Swamy
    Subrahmanya Swamy
5 min read
Deep image prior

Deep image prior

Deep Image Prior defies the idea that "deep learning only works in the context of massive datasets or models pretrained on such datasets". This paper showed that some deep neural networks could be

  • Rehan Guha
    Rehan Guha
4 min read
Audio/Video receiver ports detection
Deep Learning

Audio/Video receiver ports detection

Object detection process applied to Audio/Video receiver back panel images.

  • Anil Kumar Reddy
    Anil Kumar Reddy
  • Gaurish Thakkar
    Gaurish Thakkar
  • Varun Gagneja
    Varun Gagneja
5 min read
Measuring feet using deep learning
Deep Learning

Measuring feet using deep learning

Applying object identification techniques to a simple biometrics problem

  • Pallavi Ramicetty
    Pallavi Ramicetty
  • Manoj Kumar Mirzapure
    Manoj Kumar Mirzapure
  • Krishna Vishal Vemula
    Krishna Vishal Vemula
5 min read
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