Pinned Loading

1. realtime-emotion-detection realtime-emotion-detection Public

   End-to-end emotion recognition system that detects faces in video/images and classifies 7 emotions. Fine-tuned EfficientNet-B0 achieving 68% accuracy on FER-2013 (human agreement ~65%). Includes Gr…

   Python 1

2. traffic-tracking-analytics traffic-tracking-analytics Public

   Multi-object traffic analysis system using YOLOv8 detection + ByteTrack tracking. Counts vehicles via virtual line-crossing, estimates speed, generates density heatmaps, and serves results through …

   Python 3

3. chest-xray-segmentation chest-xray-segmentation Public

   Lung segmentation on chest X-rays using U-Net (from scratch) and DeepLabV3+ (ResNet-50 backbone). Trained on the Montgomery + Shenzhen dataset with CLAHE preprocessing, Dice-BCE loss, and MLflow ex…

   Python 1

4. document-intelligence-rag document-intelligence-rag Public

   A local RAG system that lets you upload PDFs, DOCX, and text files, then ask natural language questions — answers grounded in your documents with source citations. Built with ChromaDB, BM25 hybrid …

   Python 1

5. iot-streaming-pipeline iot-streaming-pipeline Public

   Real-time IoT sensor streaming pipeline for predictive maintenance — Kafka (KRaft), Spark Structured Streaming, TimescaleDB, Grafana, FastAPI. Fully containerized with Docker Compose.

   Python 1

6. WeatherBot WeatherBot Public

   suggest outfit based on weather

   HTML 1