Vardan AgarwalinTowards Data ScienceA better way of creating TfLite modelsUse Quantization aware training of TensorFlow’s model optimization toolkit to create four times smaller models that do not suffer a drop…4 min read·Jan 31, 2021--2--2
Vardan AgarwalinTowards Data ScienceUnexplored TensorFlow Libraries for Computer VisionExplore toolkits like TensorFlow model optimizer, graphics, federated learning, privacy, and more to boost your computer vision workflow.9 min read·Sep 2, 2020----
Vardan AgarwalinTowards Data ScienceUsing Tensorflow Lite for Object DetectionLearn how to use the MobileNet SSD model pre-trained on the COCO dataset in Python to run on edge devices with full code and non-maximum…5 min read·Aug 22, 2020--1--1
Vardan AgarwalinVisionWizardProtecting Privacy Using Fawkes Against Unauthorized SurveillanceAn overview and understanding of the paper, “Fawkes: Protecting Privacy against Unauthorized Deep Learning Models” for security against…6 min read·Aug 14, 2020----
Vardan AgarwalinTowards Data ScienceRobust Facial Landmarks for Occluded Angled FacesDlib provides a good facial landmark detector, but it does not work well when the face is at steep angles. Learn how to use a model that…4 min read·Aug 5, 2020--2--2
Vardan AgarwalinTowards Data ScienceOpinionIs the hype around the OpenCV AI kit worth it?5 min read·Jul 27, 2020----
Vardan AgarwalinVisionWizardFace Spoofing Detection in PythonLearn to detect if the face in front of the camera is a real person or a fake photograph or phone screen in Python.5 min read·Jul 26, 2020--1--1
Vardan AgarwalinTowards Data ScienceReal-Time Head Pose Estimation in PythonCreate a head pose estimator that can tell where the head is facing in degrees using Python and OpenCV with this tutorial.6 min read·Jul 25, 2020--7--7
Vardan AgarwalinTowards Data SciencePainting and Sketching with OpenCV in PythonMake art like oil and watercolor painting, draw sketches, and create Pointillist art using OpenCV in Python4 min read·Jul 20, 2020----
Vardan AgarwalinTowards Data ScienceImage Inpainting with a Single Line of CodeRestore images using image inpainting with OpenCV in Python using four different techniques with a single line of code.5 min read·Jul 20, 2020----