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abhigoku10
abhigoku10

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Jul 25, 2022

[CVPR2021/PaperSummary]Rethinking Keypoint Representations:Modeling Keypoints and Poses as Objects…

[CVPR2021/PaperSummary]Rethinking Keypoint Representations:Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation Please note that this post is for my future self to look back and review the materials on this paper without reading it all over again… KeyPoint Estimation is a challenging task in the domain of computer vision as it helps to understand the fine details of human behavior more…

Deep Learning

14 min read

[CVPR2021/PaperSummary]Rethinking Keypoint Representations:Modeling Keypoints and Poses as Objects…
[CVPR2021/PaperSummary]Rethinking Keypoint Representations:Modeling Keypoints and Poses as Objects…
Deep Learning

14 min read


Sep 3, 2021

[08Mar2021/ PaperSummary]End-to-End Human Object Interaction Detection with HOI Transformer

Please note that this post is for my future self to look back and review the materials on this paper without reading it all over again…. If a researcher a few years back would have told me transformers are going to change the way we do most of the CNN…

Human Detection

12 min read

[08Mar2021/ PaperSummary]End-to-End Human Object Interaction Detection with HOI Transformer
[08Mar2021/ PaperSummary]End-to-End Human Object Interaction Detection with HOI Transformer
Human Detection

12 min read


Aug 8, 2021

[CVPR2021/PaperSummary]YOLOX: Exceeding YOLO Series in 2021

Please note that this post is for my future self to look back and review the materials on this paper without reading it all over again…. In all the different versions of Yolo we are having, from my perspective after Yolov3 the YoloX has the max improvement in all aspects…

Deep Learning

10 min read

[CVPR2021/PaperSummary]YOLOX: Exceeding YOLO Series in 2021
[CVPR2021/PaperSummary]YOLOX: Exceeding YOLO Series in 2021
Deep Learning

10 min read


Apr 30, 2021

[CVPR2019/PaperSummary]Improving Pedestrian Attribute Recognition With Weakly-Supervised Multi-Scale Attribute-Specific Localization

Please note that this post is for my future self to look back and review the materials on this paper without reading it all over again…. Attribute recognition is an important topic in the video surveillance domain especially detection of a Pedestrian and recognition of the person's attributes gives an…

Deep Learning

14 min read

[CVPR2019/PaperSummary]Improving Pedestrian Attribute Recognition With Weakly-Supervised…
[CVPR2019/PaperSummary]Improving Pedestrian Attribute Recognition With Weakly-Supervised…
Deep Learning

14 min read


Apr 21, 2021

[CVPR2020/PaperSummary]Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud

Please note that this post is for my future self to look back and review the materials on this paper without reading it all over again…. Graph neural network is currently the hot cake topic and due to its robustness, it makes sense to apply on point cloud data. …

Graph Neu

13 min read

[CVPR2020/PaperSummary]Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud
[CVPR2020/PaperSummary]Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud
Graph Neu

13 min read


Apr 25, 2020

[CVPR2020/PaperSummary]RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds

Please note that this post is for my future self to look back and review the materials on this paper without reading it all over again…. 3D Point cloud segmentation is a challenging task due to segmentation of objects which represent global structural property. More difficult task is to have…

Deep Learning

16 min read

[CVPR2020/PaperSummary]RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds
[CVPR2020/PaperSummary]RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds
Deep Learning

16 min read


Apr 15, 2020

[IEEE2019/PaperSummary] LDLS: 3D Object Segmentation through Label Diffusion from 2D Images

Please note that this post is for my future self to look back and review the materials on this paper without reading it all over again…. 3D point cloud segmentation reprents the global geometric structure and fine grained details of the point which has a numerous usecases in many applications…

Deep Learning

12 min read

[CV2019/PaperSummary] LDLS: 3D Object Segmentation through Label
Diffusion from 2D Images
[CV2019/PaperSummary] LDLS: 3D Object Segmentation through Label
Diffusion from 2D Images
Deep Learning

12 min read


Dec 27, 2019

[CV2019/PaperSummary] YOLACT :Real-time Instance Segmentation

From the world of performing object detection to object segmentation is a giant leap , performing mask segmentation of objects is much harder than obtaining bounding box of objects in object detection. In this current paper the author has a made an attempt to obtain segmentation mask of object i.e…

Machine Learning

15 min read

[CV2019/PaperSummary] YOLACT :Real-time Instance Segmentation
[CV2019/PaperSummary] YOLACT :Real-time Instance Segmentation
Machine Learning

15 min read


Dec 18, 2019

[CV2019/PaperSummary] EfficientDet: Scalable and Efficient Object Detection

In the world of object detection balancing the trade off between accuracy and performance efficiency of the detectors is a major challenge ,we would want high accurate object detectors which gives real time performance and use few computation time so that they can be deployed easily on the hardware platform…

Machine Learning

11 min read

[CV2019/PaperSummary] EfficientDet: Scalable and Efficient Object Detection
[CV2019/PaperSummary] EfficientDet: Scalable and Efficient Object Detection
Machine Learning

11 min read


Jun 7, 2019

[CV 2018 / Paper Summary ]Complex-YOLO: An Euler-Region-Proposal for Real-time 3D Object Detection on Point Clouds

Another great paper on the 3D object detection using already existing architecture and keeping it simple and efficient Please note that this post is for my future self to look back and review the materials on this paper without reading it all over again Abstract

Machine Learning

7 min read

[CV 2018 / Paper Summary ]Complex-YOLO: An Euler-Region-Proposal for Real-time 3D Object Detection…
[CV 2018 / Paper Summary ]Complex-YOLO: An Euler-Region-Proposal for Real-time 3D Object Detection…
Machine Learning

7 min read

abhigoku10

abhigoku10

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