computer-vision

Semantic Part Detection

3260 papers • 126 benchmarks • 313 datasets

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Benchmarks

These leaderboards are used to track progress in semantic-part-detection

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Dataset

Best Model

Actions

PASCAL Part 2010 - Animals

Libraries

i

Use these libraries to find semantic-part-detection models and implementations

Datasets

PASCAL-Part

Subtasks

No subtasks available.

Most implemented papers

Fine-Grained 3D Shape Classification With Hierarchical Part-View Attention

Matthias Zwicker, Yu-Shen Liu, Zhizhong Han, Xinhai Liu•Mon May 25 2020

This work proposes a novel fine-grained 3D shape classification method named FG3D-Net to capture the fine- grained local details of 3D shapes from multiple rendered views and shows that this method outperforms other state-of-the-art methods.

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Attention-based Joint Detection of Object and Semantic Part

Keval Morabia, Jatin Arora, Tara Vijaykumar•Sat Jul 04 2020

This model is created on top of two Faster-RCNN models that share their features to perform a novel Attention-based feature fusion of related Object and Part features to get enhanced representations of both.

21 0

Paper Graph

Semantic Part Detection via Matching: Learning to Generalize to Novel Viewpoints From Limited Training Data

A. Yuille, Weichao Qiu, Lingxi Xie, Yutong Bai, Qing Liu, Yan Zheng•Tue Nov 27 2018

This paper presents an approach which can learn from a small annotated dataset containing a limited range of viewpoints and generalize to detect semantic parts for a much largerrange of viewpoints.

10 0

Paper Graph

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