Search Results for author: Debapriya Maji

Found 4 papers, 2 papers with code

YOLO-Pose: Enhancing YOLO for Multi Person Pose Estimation Using Object Keypoint Similarity Loss

2 code implementations14 Apr 2022 Debapriya Maji, Soyeb Nagori, Manu Mathew, Deepak Poddar

All experiments and results reported in this paper are without any test time augmentation, unlike traditional approaches that use flip-test and multi-scale testing to boost performance.

Ranked #32 on Pose Estimation on COCO test-dev (AP50 metric)

Multi-Person Pose Estimation object-detection +1

SS3D: Single Shot 3D Object Detector

no code implementations30 Apr 2020 Aniket Limaye, Manu Mathew, Soyeb Nagori, Pramod Kumar Swami, Debapriya Maji, Kumar Desappan

Achieving the accuracy of two stage detectors using a single stage approach is important as single stage approaches are simpler to implement in embedded, real-time applications.

3D Object Detection Object +2

Ensemble of Deep Convolutional Neural Networks for Learning to Detect Retinal Vessels in Fundus Images

1 code implementation15 Mar 2016 Debapriya Maji, Anirban Santara, Pabitra Mitra, Debdoot Sheet

In this work we present a computational imaging framework using deep and ensemble learning for reliable detection of blood vessels in fundus color images.

Ensemble Learning Vessel Detection

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