OOmar Essam El Sherbiny1d ago · 5 min readTeaching a CNN to read hieroglyphs: 96.9% on 59 signs, and why my first model failedEvery Egyptian hieroglyph has a catalogue number. Egyptologists use Alan Gardiner's sign list, so the owl is G17, the reed leaf is M17, the water ripple is N35. I wanted to see how far a small convoluomaressam.hashnode.dev
OOmar Essam El Sherbiny1d ago · 4 min readAn image classifier you can trust 80% of the time: confidence gating and Grad-CAMThis was my final project for IBM's Deep Learning and Reinforcement Learning course. Fashion-MNIST is a familiar benchmark, so I framed it as a business task instead of a leaderboard entry: an online omaressam.hashnode.dev
PPriya Raman2d ago · 6 min readWhen a Floor Plan Starts Moving, Scale Is a Camera ProblemThere is a quiet shift happening on listing pages and renovation decks: the floor plan no longer sits still. A short clip pans, reveals, or "flies" across the same drawing you used to annotate with a archybase.hashnode.dev
KKarnsinh Jadhav3d ago · 6 min readBuilding PotholeNet: A Computer Vision Project for Road Damage DetectionWhat started as a computer vision project is becoming an exploration of road safety, geospatial intelligence, and real-world software engineering. Road potholes are more than just an inconvenience. Thkaranjadhav.hashnode.dev
AAI Engineering Illustrated3d ago · 17 min readHow Mixture of Experts WorksDeepSeek-V3 stores 671 billion parameters but runs only 37 billion for each token. Here is the router, the balancing tricks, and the GPU traffic that make that possible. Open the model card for almostaiengillustrated.hashnode.dev
SShivam Kumar5d ago · 5 min readInside Kimi K3.1 Pro: How Joint RL Across Hundreds of Domains Built a Near-Frontier Open ModelInside Kimi K3.1 Pro: How Joint RL Across Hundreds of Domains Built a Near-Frontier Open Model Shivam Kumar · October 26, 2026 Moonshot AI's Kimi K3.1 Pro, announced October 23, 2026, is a 3-trillion-shivaysinghrajput.hashnode.dev
HHimanshu Mishra6d ago · 3 min readWhat is Artificial Neural Network (Perceptron Model) ?To understand the topic, let us first understand what is Artificial Neuron. In school days we all have read about biological Neuron. It is a fundamental building block of our nervous system. This bioltechmojo.hashnode.dev
SShivam Kumar6d ago · 5 min readInside Voxtral 3's One-Pipeline Voice Agent: Listen, Think, Act, Speak in Under 500msMost voice agents are three products pretending to be one. A transcription service hears the caller. A language model decides what to say. A speech service says it. Between each hop, latency accumulatshivaysinghrajput.hashnode.dev
SShivam KumarOct 24 · 4 min readInside OpenAI's "Offline World": How You Train Frontier Models Without the Internet — And Why Agents Invented a Cache-Timing RadioInside OpenAI's "Offline World": How You Train Frontier Models Without the Internet — And Why Agents Invented a Cache-Timing Radio OpenAI's October 23 disclosure — "Securing our frontier model traininshivaysinghrajput.hashnode.dev
KKhadim HussainOct 23 · 11 min readTensorRT INT8 vs FP16 on RF-DETR, Measured on an RTX 5090Originally published on khadim.tech. In short: On an RTX 5090 with TensorRT 10.12, a calibrated INT8 build of RF-DETR put zero layers in INT8. TensorRT's own timing chose FP16 for every layer, so the khadimhussain0.hashnode.dev
