AdelaiDet
CRAFT-pytorch
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| AdelaiDet | CRAFT-pytorch | |
|---|---|---|
| 4 | 2 | |
| 3,324 | 2,947 | |
| 0.8% | 2.2% | |
| 6.5 | 0.0 | |
| about 2 months ago | about 1 month ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | MIT License |
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AdelaiDet
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FOSS self-hosted image-to-text gpu accelerated object recognition ? Is there anything on the table yet ?
https://github.com/amusi/awesome-object-detection https://mmdetection.readthedocs.io/en/latest/index.html https://github.com/thtrieu/darkflow https://github.com/OlafenwaMoses/ImageAI https://github.com/dmlc/gluon-cv https://github.com/aim-uofa/AdelaiDet/ https://github.com/aim-uofa/AdelaiDet/blob/master/configs/FCOS-Detection/README.md https://github.com/wizyoung/YOLOv3_TensorFlow
- Instance segmentation
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[P] Object detection framework : Detectron2 VS MMDetection
There are also some nice methods built on Detectron2 in [AdelaiDet](https://github.com/aim-uofa/AdelaiDet).
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how to recognize digits from this pics(i have many of them) so kindly suggest generic that can work for other similar images. I have searched alot for the source code on github but not found the correct solution. most of these solutions were incorrect while other were incomplete. Kindly help me :(
ABCNet
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You'll find many tutorials on EAST which is slightly outdated.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?
mmocr - OpenMMLab Text Detection, Recognition and Understanding Toolbox
mmpretrain - OpenMMLab Pre-training 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.
mmpose - OpenMMLab Pose Estimation Toolbox and Benchmark.
doctr - docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.
keras-ocr - A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
a-PyTorch-Tutorial-to-Object-Detection - SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
TextRecognitionDataGenerator - A synthetic data generator for text recognition
mmrotate - OpenMMLab Rotated Object Detection Toolbox and Benchmark
gym_solo - A custom open ai gym environment for solo experimentation.