Image Segmentation Using Vision Transformers (ViT): A Deep Dive with Cityscapes and CamVid DatasetsImage segmentation, especially semantic segmentation, is a powerful computer vision technique where each pixel in an image is assigned a…Oct 26, 2024Oct 26, 2024
Generating Realistic Human Faces Using GANs: A Step-by-Step GuideIntroductionOct 26, 2024Oct 26, 2024
Generating Consistent Face Embeddings with RetinaFace, FaceNet512, and LSTMIntroductionOct 23, 2024Oct 23, 2024
Image Compression Using Autoencoder: A Dive into Deep Learning-Based CompressionIn today’s world, where images dominate our digital interactions, the need for efficient storage and transmission has skyrocketed. Image…Oct 22, 2024Oct 22, 2024
Linear Kalman Filter (LKF)The Kalman filter is a mathematical algorithm used to estimate the state of a dynamic system from a series of incomplete and noisy…Oct 22, 2024Oct 22, 2024
Potential Field Obstacle Avoidance (PFOA)Potential Field Obstacle Avoidance (PFOA) is a method used in robotics and autonomous navigation systems for obstacle avoidance. The core…Oct 22, 2024Oct 22, 2024
Enhancing Image Capture and Validation Using OpenCV: A Practical ApproachIn computer vision projects, ensuring that the images fed into your processing pipeline are of high quality is crucial for accurate…Aug 25, 2024Aug 25, 2024
Enhancing Face Recognition with DeepFace: A Journey Through FaceNet, RetinaFace, and Custom CNN…In the rapidly evolving field of facial recognition, creating robust and accurate face embeddings is crucial. These embeddings are the…Aug 25, 2024Aug 25, 2024
