a-PyTorch-Tutorial-to-Object-Detection
CRAFT-pytorch
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| a-PyTorch-Tutorial-to-Object-Detection | CRAFT-pytorch | |
|---|---|---|
| 3 | 2 | |
| 2,960 | 2,947 | |
| - | 2.2% | |
| 4.9 | 0.0 | |
| 6 months ago | about 1 month ago | |
| Python | Python | |
| MIT License | MIT License |
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a-PyTorch-Tutorial-to-Object-Detection
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Beginner : Object (shape) detection in binary images
I have also experimented with SSD300 models from this example : https://github.com/sgrvinod/a-PyTorch-Tutorial-to-Object-Detection but again, I think the lack of RGB/greyscale data makes this largely useless ?
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Learning resources: multi-object localization
Also, this SSD walkthrough is pretty good as well and goes into a lot more depth on the concepts.
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What is an easy way to find an image within another image?
Something like this perhaps? https://github.com/sgrvinod/a-PyTorch-Tutorial-to-Object-Detection
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You'll find many tutorials on EAST which is slightly outdated.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?
mmrotate - OpenMMLab Rotated Object Detection Toolbox and Benchmark
mmocr - OpenMMLab Text Detection, Recognition and Understanding Toolbox
SSD-pytorch - SSD: Single Shot MultiBox Detector pytorch implementation focusing on simplicity
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
mmdetection - OpenMMLab Detection Toolbox and Benchmark
doctr - docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
AdelaiDet - AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
ssd_keras - A Keras port of Single Shot MultiBox Detector
TensorFlow-object-detection-tutorial - The purpose of this tutorial is to learn how to install and prepare TensorFlow framework to train your own convolutional neural network object detection classifier for multiple objects, starting from scratch
keras-ocr - A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.