Blogs

Siamese Neural Network …

Description I have implemented a Siamese Neural Network for text similarity. It takes two sentences as input and predicts the similarity between them. Here one input comes from the user and the other input is a entire dataset of documents in the data lake. It implements BERT embeddings for both the …

Object Detection and OCR

Objective Generate automatic Red Light Violation Tickets for Indian License Plate by detecting the License Numbers using Computer Vision. Description In this project, I was reading the CCTV feed(Images) of traffic Junctions, and performing the object detection task to identify the license plates …

Custom Named Entity …

Objective Build a NLP model which can extract out the important keywords (related to a particular domain) from documents.  Description In this project i have trained a custom Named Entity Recognition Model, which takes input of strings (max size 40) and predicts the Named Entities from the text. It …