Papers with Code 아카이브
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/eragonruan/text-detection-ctpn
Detecting Text in Natural Image with Connectionist Text Proposal Network
https://github.com/eric4421/MTWI-2018
Detecting Text in Natural Image with Connectionist Text Proposal Network
https://github.com/ernestchenchen/sg-lra
LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation Network
https://github.com/gmuffiness/CRAFT-train
https://github.com/guruL/Character-Region-Awareness-for-Text-Detection-
https://github.com/gxym/textbpn-plus-plus
Fourier Contour Embedding for Arbitrary-Shaped Text Detection
https://github.com/gxym/textbpn-puls-plus
Fourier Contour Embedding for Arbitrary-Shaped Text Detection
https://github.com/hongzhenwang/RRPN-revise
Arbitrary-Oriented Scene Text Detection via Rotation Proposals
https://github.com/huyhoang17/DB_text_minimal
Real-time Scene Text Detection with Differentiable Binarization
https://github.com/ingbeeedd/EAST-tf2keras
https://github.com/inouetaka/CRAFT
https://github.com/isaacaddis/Seung
https://github.com/iwyoo/tf_thinplatespline
https://github.com/jacobtyo/swintextspotter
SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition
https://github.com/jakartaresearch/receipt-ocr
https://github.com/jakeywu/ocr_torch
Real-time Scene Text Detection with Differentiable Binarization
https://github.com/jeasung-pf/see
SEE: Towards Semi-Supervised End-to-End Scene Text Recognition
https://github.com/jercas/TextBoxes_plusplus_tf
https://github.com/jiangxiluning/FOTS.PyTorch
https://github.com/jjprincess/PMTD
https://github.com/jnkl314/tin_dr
https://github.com/joanrod/ocr-vqgan
https://github.com/kanuore/RRPN
Arbitrary-Oriented Scene Text Detection via Rotation Proposals
https://github.com/kingcong/textfusenet
https://github.com/kurapan/EAST
https://github.com/li10141110/PSENet-tf2
Shape Robust Text Detection with Progressive Scale Expansion Network
https://github.com/liuch37/pan-pytorch
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network
https://github.com/liuch37/pan-tensorflow
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network
https://github.com/liuheng92/tensorflow_PSENet
Shape Robust Text Detection with Progressive Scale Expansion Network
https://github.com/liushuchun/EAST.pytorch
https://github.com/lostsword/character_recognition
Detecting Text in Natural Image with Connectionist Text Proposal Network
https://github.com/lvpengyuan/corner
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation
https://github.com/lvpengyuan/masktextspotter.caffe2
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes
https://github.com/maeotaku/pytorch_usm
https://github.com/mayank-git-hub/Text-Recognition
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.