Déjà vu: Modeling DNN Performance by Recalling History
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Updated
Oct 15, 2019 - Mathematica
Déjà vu: Modeling DNN Performance by Recalling History
Semantic photo search over 25k Unsplash photos using CLIP embeddings and vector search.
Insight Vault — a Spring Boot RAG app: upload documents, index them into pgvector, ask questions grounded in your own content.
Interactive 3D visualization of CNN activations in the browser with ONNX Runtime and Three.js
Implementation Captcha OCR using CNNs, RNNs and CTC loss, using ML.Net, ONNX runtime
Hugging Face Model Converter for Mobile Devices
This project automates the creation of a face-swapped dataset, selected across similar, dissimilar, random, and processed categories to build a diverse dataset for training powerful face-swap detection models. It uses the insightface library's Inswapper model.
AI-Based Restoration of Degraded Semiconductor Images | SEMICON India Hackathon 2026 | Multi-task deep learning with defect preservation
Test browser capabilities of YOLOv11 ONNX
Real-time AI Face Emotion Recognition system with persona overlays, emotion analytics, and HUD visualization.
Automotive crash severity reconstruction & airbag deployment prediction system using pre-impact telemetry across 46,533 NHTSA EDR records (2017–2024). Features XGBoost, LightGBM, FT-Transformer, zero-leakage MICE imputation, and ONNX runtime export.
AI stock analytics app with LSTM attention, ONNX inference, FastAPI backend, and React dashboard
Defense-in-depth input safety for LLMs — perplexity gate + FAISS + ModernBERT + LoRA + Llama Guard 3, behind a deterministic policy gate. 99.88% accuracy, 99.47% jailbreak recall, calibrated confidence, ONNX-optimized. Live demo on HF Spaces.
Pseudonymize text and spreadsheets — Tauri 2, local ONNX NER, alias mapping, encode/decode.
Custom Computer Vision Pipeline using YOLOv8, PyTorch and ONNX for object detection, annotation validation and production inference.
Unity Android game scoring real-time facial-emotion mimicry via an on-device CNN (FER/ONNX) — FAST NUCES FYP
ID-based blank-slate ONNX lab for FPMarkets US100 M5
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