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…Jan 31, 20212Jan 31, 20212
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.Sep 2, 2020Sep 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…Aug 22, 20201Aug 22, 20201
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…Aug 14, 2020Aug 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…Aug 5, 20202Aug 5, 20202
Vardan AgarwalinTowards Data ScienceOpinionIs the hype around the OpenCV AI kit worth it?Jul 27, 2020Jul 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.Jul 26, 20201Jul 26, 20201
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.Jul 25, 20207Jul 25, 20207
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 PythonJul 20, 2020Jul 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.Jul 20, 2020Jul 20, 2020