Search Results for author: G. Sivakumar

Found 4 papers, 2 papers with code

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

no code implementations28 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

DEff-GAN: Diverse Attribute Transfer for Few-Shot Image Synthesis

1 code implementation28 Feb 2023 Rajiv Kumar, G. Sivakumar

While single image methods can synthesize image samples with diversity, they do not model multiple images or capture the inherent relationship possible between two images.

Attribute Few-Shot Learning +2

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

no code implementations30 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

Learning Unsupervised Cross-domain Image-to-Image Translation Using a Shared Discriminator

1 code implementation9 Feb 2021 Rajiv Kumar, Rishabh Dabral, G. Sivakumar

We assess the qualitative and quantitative results on image transfiguration, a cross-domain translation task, in a setting where the target domain shares similar semantics to the source domain.

Translation Unsupervised Image-To-Image Translation

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