Links

Tiziran, Personal, Roadmap, Books, Online Courses

Links

Efficient Video Dataset Loading and Augmentation in PyTorch for deep learning training loops.

GitHub https://lnkd.in/gpR8idsp

https://remmina.org/how-to-install-remmina/

https://readme.so/


Links from my research and interest

Build Better Generative Adversarial Networks (GANs) - Andrew Ng - 2021


https://www.oreilly.com/library/view/flow-architectures/9781492075882/

AI in RISC-V

Mixed reality

  • https://github.com/MIT-SPARK/Kimera

    • Kimera is a C++ library for real-time metric-semantic simultaneous localization and mapping, which uses camera images and inertial data to build a semantically annotated 3D mesh of the environment. Kimera is modular, ROS-enabled, and runs on a CPU.

Patents

https://patents.google.com/?inventor=pirahansiah&oq=pirahansiah

  1. System and method for providing advertisement contents based on facial analysis (WO2020141969A2)

  2. A method for augmenting a plurality of face images (WO2021060971A1)

  3. A method for detecting a moving vehicle (WO2021107761A1)


  1. System and method for providing advertisement contents based on facial analysis (WO2020141969A2)

The present invention relates to a system (100) for providing advertisement contents based on facial analysis comprising an image acquisition device (10) to acquire an image of a user, a face detection module (20) to detect face of the user in the image, an analysis module (40) to analyse the facial features statistically using classification models retrieved from a classification module (30), a database (60) to store matching rules, weighted advertisements and a plurality of advertisement contents; and a display device (80) to display the advertisement contents. The system (100) further comprises a computation module (50) to compute weighted image of the user and a matching module (70) to match the weighted image of the user with the weighted advertisement to select an advertisement content based on facial analysis of the user. A method of providing the advertisement contents based on facial analysis is also provided thereof.

https://patentimages.storage.googleapis.com/ff/3f/a5/e7b42ef58d8a03/WO2020141969A2.pdf


  1. A method for augmenting a plurality of face images (WO2021060971A1)

The present invention relates to a method for increasing data for face analysis in video surveillance. The method comprises the steps of acquiring at least one face image from an image acquisition module (102), acquiring a plurality of face images available on the internet using a data input module (104), increasing face images by at least one data augmentation module (106 and 107), generating a plurality of face images based on a trained Generative Adversarial Network, GAN technique by using a GAN module, selecting proper images based on quality of the face images using a fuzzy logic module (111), saving the selected images into a fifth database, and training the deep learning module (113).

https://patentimages.storage.googleapis.com/b8/d9/7f/ea8a5b789e1dad/WO2021060971A1.pdf


  1. A method for detecting a moving vehicle (WO2021107761A1)

The present invention relates to a method for detecting a moving vehicle. The method comprises the steps of grabbing an initial image from a video stream by a vehicle detection module (1100), wherein the vehicle detection module (1100) is a part of a system (1000) to identify moving vehicle, enhancing the illumination of the initial image by the vehicle detection module (1100), enhancing the edges within the initial image by the vehicle detection module (1100), and finding vehicle based on homogenous properties of the body of the vehicle by the vehicle detection module (1100). The step of finding vehicle based on homogenous property of the body of the vehicle by the vehicle detection module (1100) further comprising the sub-steps of closing open edges, inverting the binary image, segmenting an inverted binary image, filtering the noise based on geometric feature, and filtering the noise based on relation.

https://patentimages.storage.googleapis.com/16/41/83/2576e20c4a0af5/WO2021107761A1.pdf


Books

  1. book chapter titled “Camera Calibration and Video Stabilization Framework for Robot Localization” in the Book entitled “Control Engineering in Robotics and Industrial Automation" which will be published (24/07/2021) in Springer.

  2. book chapter titled “Augmented Optical Flow Methods for Video Stabilization", In Computational Intelligence: from theory to application. (2017) (p18).

Journal Papers

Conference Papers

Articles on LinkedIn

Slides slideshare

Online Courses

Learning path

Completed

Reference

https://drive.google.com/file/d/1xd5TZlEZnUUieXzw3Lxn3Sv7MwIajU_W/view?usp=sharing

Link of best Groups

Books


Videos

Papers

  • CALTag: High Precision Fiducial Markers for Camera

  • Diatom Autofocusing in Brightfield Microscopy: a Comparative Study

  • Analysis of focus measure operators in shape-from-focus

  • Optical flow modeling and computation: A survey

  • Toward general type 2 fuzzy logic systems based on zSlices

Site

Reference-ComputerVisionDeepLearning.pdf

https://koinly.io/

site map: octopus.do

https://www.startupgermany.nrw/startup-contest/

https://www.kickstarter.com/projects/opencv/opencv-ai-kit-oak-depth-camera-4k-cv-edge-object-detection/description

HOW I GAINED 68,000 SUBSCRIBERS IN A YEAR! | My Strategy to Grow on YouTube in 2021! - YouTube

https://www.youtube.com/watch?v=bwd1dQr33K8&list=PLxC08P2Oexy2EJKezV02N9cp3-qOEh79Z


https://www.youtube.com/watch?v=cFdApmqlllg محمد رضا شجریان، آلبوم کامل در خیال - YouTube

دوره جامع گوگل آنالیتیکس(UA) | آنالیتیپس

رادیوگیک - شماره ۱۲۱ - ما این لارادیوگیک - شماره ۱۲۱ - ما این لا - YouTube

Social Selling Index | Sales Navigator

https://rschu.me/list-a-directory-with-tree-command-on-mac-os-x-3b2d4c4a4827