PinnedCLIP: Multimodal, Foundational magic box of computer visionUnderstand the state-of-the-art keywords of AI and create real examples using CLIP, a magical model that is both multimodal and…2d ago2d ago
PinnedPublished inTDS ArchiveComplete MLOPS Cycle for a Computer Vision ProjectThese days, we encounter (and maybe produce on our own) many computer vision projects, where AI is the hottest topic for new technologies…Nov 28, 20243Nov 28, 20243
PinnedPublished inTDS ArchiveObject Detection with Convolutional Neural NetworksMulti-Stage(RCNN, Fast RCNN, Faster RCNN) and Single Stage (SSD, YOLO) architectures for object detection and their usage to train your own…Jan 30, 20221Jan 30, 20221
PinnedObject Detection using LidarState-of-the-art AI Models for processing Lidar data in order to detect objects: Pointnet, Voxelnet, SECOND, and Pointpillar are explainedJul 28, 2022Jul 28, 2022
Published inAI AdvancesCLIP vs DINOv2: Which one is better for image retrieval?Compare CLIP and DINOv2 for image retrieval tasks, and learn about their specific powers and weaknesses to decide the best one for your…1d ago1d ago
Published inTDS ArchiveTrack Computer Vision Experiments with MLflowDiscover how to set up an efficient MLflow environment to track your experiments, compare and choose the best model for deploymentDec 26, 20243Dec 26, 20243
Published inTDS ArchiveAn easy way to understand GITIntermediate git commands and their meanings explainedNov 4, 2022Nov 4, 2022
3D Multi-Object Tracking using LidarIntroduction to Lidar, Autonomous Driving Public Dataset Types, State of the Art Object Recognition Models for Lidar, and a Kalman…Jul 28, 20221Jul 28, 20221
Published inTDS ArchiveImage Classification with Convolutional Neural NetworksA comprehensive guide to convolution and convolutional neural networks for image classification, from implementation with Python and…Jan 4, 2022Jan 4, 2022
Visual Perception: Epipolar GeometryEpipolar Geometry basics like Essential Matrix, Fundamental Matrix, Triangulation, Feature Matching are explained with their MATLAB code…Oct 15, 2021Oct 15, 2021