Software Engineer @ MakeMyTrip || B.Tech NIT Silchar '22

Debojit Das  • Peerlist

Developed an Automatic Shot Boundary Detection System which  segregates a given input video into its constituent shots by identifying boundary frames between them.

* Proposed a Dual-Step method for identification of shot boundaries with adaptable thresholds tailored to different video genres.
* Employed CNN and Canny Edge Detector to recognize Abrupt Transitions.
* Fuzzy Entropy, followed by CNN, is employed for identifying Gradual Transitions.

Video Shot Boundary Detection

* RESTful API based web application which searches and returns the best travel hotspots in user's vicinity having similar visual features as user uploaded image.
* Optimized searching algorithm employing LSH(Locality Sensitive Hashing) is implemented for faster processing of results.
* Scene-Classifier-API based on state-of-the-art ResNet-18 model deployed using Flask.
* Admin Panel developed for performing CRUD operations in database.

Vicinity - Discover scenic hotspots in your vicinity

Software Design Patterns

Low-Level Design

Software Development

Concurrent Programming

Python (Programming Language)

Problem Solving

MySQL

Go (Programming Language)

Front-end Development