a-PyTorch-Tutorial-to-Object-Detection
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a-PyTorch-Tutorial-to-Object-Detection | mmrotate | |
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3 | 4 | |
2,960 | 1,722 | |
- | 3.7% | |
4.9 | 2.5 | |
6 months ago | about 2 months ago | |
Python | Python | |
MIT License | Apache License 2.0 |
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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
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
What are some alternatives?
SSD-pytorch - SSD: Single Shot MultiBox Detector pytorch implementation focusing on simplicity
CRAFT-pytorch - Official implementation of Character Region Awareness for Text Detection (CRAFT)
mmdetection - OpenMMLab Detection Toolbox and Benchmark
mmaction2 - OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
mmfewshot - OpenMMLab FewShot Learning Toolbox and Benchmark
mmyolo - OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.
ssd_keras - A Keras port of Single Shot MultiBox Detector
mmflow - OpenMMLab optical flow toolbox and benchmark
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
mmcv - OpenMMLab Computer Vision Foundation