mmrotate
CRAFT-pytorch
| mmrotate | CRAFT-pytorch | |
|---|---|---|
| 4 | 2 | |
| 1,731 | 2,953 | |
| 2.5% | 1.2% | |
| 2.5 | 0.0 | |
| about 2 months ago | about 1 month ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
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mmrotate
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This Artificial Intelligence (AI) Paper Proposes a Novel Differentiable Angle Coder Named Phase Shifting Coder (PSC) to Accurately Predict the Orientation of Objects
Quick Read: https://www.marktechpost.com/2022/11/22/this-artificial-intelligence-ai-paper-proposes-a-novel-differentiable-angle-coder-named-phase-shifting-coder-psc-to-accurately-predict-the-orientation-of-objects/ Paper: https://arxiv.org/pdf/2211.06368v1.pdf Code: https://github.com/open-mmlab/mmrotate
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MMDeploy: Deploy All the Algorithms of OpenMMLab
MMRotate: OpenMMLab rotated object detection toolbox and benchmark.
- MMRotate – Rotated Object Detection
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MMRotate: A step forward for MMDetection!
MMRotate GitHub
CRAFT-pytorch
- How can I install pytorch versions < 1.0 and torchvision==0.13 or lower?
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Decimal number detection
You'll find many tutorials on EAST which is slightly outdated. CRAFT is the one I meant: https://github.com/clovaai/CRAFT-pytorch
What are some alternatives?
a-PyTorch-Tutorial-to-Object-Detection - SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
mmocr - OpenMMLab Text Detection, Recognition and Understanding Toolbox
mmaction2 - OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
mmfewshot - OpenMMLab FewShot Learning Toolbox and Benchmark
doctr - docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.
mmyolo - OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.
AdelaiDet - AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
mmflow - OpenMMLab optical flow toolbox and benchmark
mmcv - OpenMMLab Computer Vision Foundation
keras-ocr - A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.