FPCD: An Open Aerial VHR Dataset for Farm Pond Change Detection

no code implementations • 28 Feb 2023 • Chintan Tundia, Rajiv Kumar, Om Damani, G. Sivakumar

In this paper, we introduce a publicly available object detection and instance segmentation (OD/IS) dataset for localizing farm ponds from aerial imagery.

Change Detection Instance Segmentation +3

The MIS Check-Dam Dataset for Object Detection and Instance Segmentation Tasks

no code implementations • 30 Nov 2021 • Chintan Tundia, Rajiv Kumar, Om Damani, G. Sivakumar

Deep learning has led to many recent advances in object detection and instance segmentation, among other computer vision tasks.

Instance Segmentation Object +4

Cost Optimization of Water Distribution Networks: Model Refinement Is Better Than Problem-Specific Solving Techniques

no code implementations • 22 Nov 2021 • Saumya Goyal, Om Damani, Ashutosh Mahajan

Indeterminism of flow values and flow direction in the network leads to non-linearity in these constraints making the optimization problem non-convex.

Improving Pointwise Mutual Information (PMI) by Incorporating Significant Co-occurrence

no code implementations • WS 2013 • Om Damani

Re-ordering Source Sentences for SMT

no code implementations • LREC 2012 • Amit Sangodkar, Om Damani

We take a dependency parse of the source sentence and linearize it as per the syntax of the target language, before it is used in either the training or the decoding phase.

Dependency Parsing Machine Translation +2