Pinned Loading

1. Adversarial_Robust_Traffic_Signs_PGD_PyTorch Adversarial_Robust_Traffic_Signs_PGD_PyTorch Public

   Compact CNN trained on GTSRB with PGD adversarial training and TRADES — 93.5% clean accuracy, 49.3% PGD robustness, INT8-quantized for edge deployment

   Python 1

2. Local_LLM_Agent_Irrigation Local_LLM_Agent_Irrigation Public

   Privacy-first agentic AI system for IoT irrigation — local LLM + LangChain 1.x + Streamlit, 100% on-device

   Python 1

3. Lora_rffi_robuste_pytorch Lora_rffi_robuste_pytorch Public

   PyTorch CNN2D + Transformer for channel-robust LoRa RF fingerprint identification

   Python 1

4. traffic_sign_adas_copilot traffic_sign_adas_copilot Public

   End-to-end CPU driver-assistance pipeline on GTSRB: fine-tuned MobileNetV3 perception and a RAG layer that explains each prediction from a 43-rule knowledge base without hallucinating. Includes INT…

   Python 1

5. ecg-classification-rag-fastapi-docker-mlflow ecg-classification-rag-fastapi-docker-mlflow Public

   End-to-end CPU MLOps pipeline for 12-lead ECG classification on PTB-XL: 1D-CNN in TensorFlow (0.909 macro-AUROC), grounded clinical reports via local LLM with a hallucination-proof fallback, FastA…

   Python 1