Nandini Lokesh ReddyExploring SAM2: Advanced Video Segmentation and Its PotentialLast year, the Segment Anything Model (SAM) made waves in the world of image segmentation, transforming how we identify and separate…Aug 28Aug 28
Nandini Lokesh ReddyOpenAI GLIDE: Guided Language to Image Diffusion for Generation and EditingThe next era of Generative AI (Gen-AI) is increasingly focused on multi-modal models, with diffusion models standing out for their ability…Aug 21Aug 21
Nandini Lokesh ReddyDiffusion Models: The Catalyst for Breakthroughs in AI and ResearchMid-Journey, Stable Diffusion, DALL-E, and other similar models can create stunning images with just a simple prompt. But have you ever…Aug 11Aug 11
Nandini Lokesh ReddyRevolutionizing Object Recognition: From Predefined Labels to Dynamic PredictionsIn the computer vision domain, a fundamental problem is object recognition and classification. To recognize a single object, we need to…Aug 1Aug 1
Nandini Lokesh ReddyTransforming Video Motion Tracking: 3D Pixel Tracking with SpatialTrackerIn the ever-evolving field of computer vision, developing models capable of handling multiple tasks simultaneously has become increasingly…Jul 27Jul 27
Nandini Lokesh ReddyRT-DETR: The Next Evolution in Real-Time Object DetectionReal-time object detection is a vital field with a wide array of applications, from object tracking to autonomous driving. Imagine a…Jul 19Jul 19
Nandini Lokesh ReddyEfficient-SAM vs SAMThe Segment Anything Model (SAM), released in 2023, has swiftly gained recognition as a state-of-the-art model in computer vision due to…Jul 13Jul 13
Nandini Lokesh ReddyFlorence-2: IntroductionThe Artificial General Intelligence (AGI) industry has been abuzz with advancements in Natural Language Processing (NLP) for years…Jul 6Jul 6
Nandini Lokesh ReddyGANs with MRI DataWith the release of Apple iOS 18 at the #WWDC2024 event, a groundbreaking revelation emerged: the ability to build smaller models that…Jun 13Jun 13
Nandini Lokesh ReddyLLMs and RAGWhen GPT was first released, the focus was primarily on Large Language Models (LLMs). The AI industry thrived, with numerous startups…Jun 4Jun 4