mmrotate
a-PyTorch-Tutorial-to-Object-Detection
| mmrotate | a-PyTorch-Tutorial-to-Object-Detection | |
|---|---|---|
| 4 | 3 | |
| 1,731 | 2,964 | |
| 2.5% | - | |
| 2.5 | 4.9 | |
| about 2 months ago | 6 months 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
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
What are some alternatives?
CRAFT-pytorch - Official implementation of Character Region Awareness for Text Detection (CRAFT)
SSD-pytorch - SSD: Single Shot MultiBox Detector pytorch implementation focusing on simplicity
mmaction2 - OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
mmdetection - OpenMMLab Detection Toolbox and Benchmark
mmfewshot - OpenMMLab FewShot Learning Toolbox and Benchmark
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
mmyolo - OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.
mmflow - OpenMMLab optical flow toolbox and benchmark
ssd_keras - A Keras port of Single Shot MultiBox Detector
mmcv - OpenMMLab Computer Vision Foundation
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