Commit History
-
Upload 6 files
Verified signatureuploaded model files14733eb -
Update README.md
Verified signature42f785b -
Update README.md
Verified signature# NLP Applications (S1-25_AIMLCZG519) ## Assignment 2 – Problem Statement – 25 ### Submitted by: Group 108 * **ADAPALA MANI KUMAR** * **BHAT MITALI MAHENDRA** * **CHELLAPPAN C** * **ELLURU SAI GAGAN** * **MD FAREED FAROOQUI** Finetuned Model & Project URL : https://drive.google.com/drive/folders/19ZP1RG_9Ms_kzsiLYBMrtrUbETej5dLq?usp=sharing # PII Detection and Masking System This project implements a PII (Personally Identifiable Information) detection and masking system using **DistilBERT** fine-tuned on the `ai4privacy/pii-masking-200k` dataset. The system exposes a Flask API for uploading text files and returning masked outputs. ## 🚀 Features * Transformer-based Named Entity Recognition (NER) * Detects multiple PII categories (Email, Phone, SSN, IP, etc.) * Batch processing (2 lines at a time) * REST API using Flask * Optimized with FP16 training * Entity-level F1 Score: **92.16%** ## 📂 Project Structure ``` . . ├── app.py ├── design_document.docx ├── distilbert-ner │…d855d16 -
initial commit
Verified signature55ba62f