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Scene Text Detection
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Scene Text Detection is a computer vision task that involves automatically identifying and localizing text within natural images or videos. The goal of scene text detection is to develop algorithms that can robustly detect and and label text with bounding boxes in uncontrolled and complex environments, such as street signs, billboards, or license plates.
Source: ContourNet: Taking a Further Step toward Accurate Arbitrary-shaped Scene Text Detection
코드
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
https://github.com/jylins/core-text
공식 코드CORE-Text: Improving Scene Text Detection with Contrastive Relational Reasoning
https://github.com/lanfeng4659/STR-TDSL
공식 코드Scene Text Retrieval via Joint Text Detection and Similarity Learning
https://github.com/ming71/DAL
공식 코드Dynamic Anchor Learning for Arbitrary-Oriented Object Detection
https://github.com/mjq11302010044/RRPN
공식 코드Arbitrary-Oriented Scene Text Detection via Rotation Proposals
https://github.com/mjq11302010044/RRPN_plusplus
공식 코드https://github.com/mxin262/swintextspotter
공식 코드SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition
https://github.com/pd162/ltb
공식 코드The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection
https://github.com/pidahbus/deep-image-orientation-angle-detection
공식 코드https://github.com/prining/odm
공식 코드ODM: A Text-Image Further Alignment Pre-training Approach for Scene Text Detection and Spotting
https://github.com/qcf-568/ostf
공식 코드Revisiting Tampered Scene Text Detection in the Era of Generative AI
https://github.com/retsuh-bqw/SRFormer-Text-Det
공식 코드SRFormer: Text Detection Transformer with Incorporated Segmentation and Regression
https://github.com/shannanyinxiang/viteraser
공식 코드https://github.com/shengtao96/centripetaltext
공식 코드CentripetalText: An Efficient Text Instance Representation for Scene Text Detection
https://github.com/sjtu-deepvisionlab/freereal
공식 코드Bridging Synthetic and Real Worlds for Pre-training Scene Text Detectors
https://github.com/tensorflow/models
공식 코드Towards End-to-End Unified Scene Text Detection and Layout Analysis
https://github.com/tongkunguan/rfn
공식 코드Industrial Scene Text Detection with Refined Feature-attentive Network
https://github.com/vitae-transformer/deepsolo
공식 코드DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting
https://github.com/vitae-transformer/vitae-transformer-scene-text-detection
공식 코드I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection
https://github.com/wangyuxin87/ContourNet
공식 코드ContourNet: Taking a Further Step toward Accurate Arbitrary-shaped Scene Text Detection
https://github.com/weijiawu/SyntoReal_STD
공식 코드Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the Wild
https://github.com/weijiawu/Unconstrained-Text-Detection-with-Box-Supervisionand-Dynamic-Self-Training
공식 코드Polygon-free: Unconstrained Scene Text Detection with Box Annotations
https://github.com/wenwenyu/tcm
공식 코드https://github.com/whai362/PSENet
공식 코드Shape Robust Text Detection with Progressive Scale Expansion Network
https://github.com/whai362/pan_pp.pytorch
공식 코드Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network
https://github.com/wushilian/robust-scene-text-detection-benchmark
공식 코드On Exploring and Improving Robustness of Scene Text Detection Models
https://github.com/xhzdeng/crpn
공식 코드Detecting Multi-Oriented Text with Corner-based Region Proposals
https://github.com/xhzdeng/stela
공식 코드https://github.com/xiizhao/cbn.pytorch
공식 코드CBNet: A Plug-and-Play Network for Segmentation-Based Scene Text Detection
https://github.com/ychensu/lranet
공식 코드LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation Network
https://github.com/ymy-k/dptext-detr
공식 코드DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer
https://github.com/18520339/dbnet-tf2
Real-time Scene Text Detection with Differentiable Binarization
https://github.com/2023-MindSpore-1/ms-code-133
Detecting Text in Natural Image with Connectionist Text Proposal Network
https://github.com/2023-MindSpore-1/ms-code-215/tree/main/psenet
Shape Robust Text Detection with Progressive Scale Expansion Network
https://github.com/2023-MindSpore-1/ms-code-217/tree/main/textfusenet
https://github.com/2023-MindSpore-1/ms-code-224/tree/main/aecrnet
ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.