a-PyTorch-Tutorial-to-Object-Detection
PedestrianDetection-NohNMS
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| a-PyTorch-Tutorial-to-Object-Detection | PedestrianDetection-NohNMS | |
|---|---|---|
| 3 | 1 | |
| 2,960 | 66 | |
| - | - | |
| 4.9 | 0.0 | |
| 6 months ago | over 2 years ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 or later |
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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
PedestrianDetection-NohNMS
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[D] Understanding pth files: can I use them to easily re-create models in my own code with e.g. Keras?
For example, check out a repository like this: https://github.com/TencentYoutuResearch/PedestrianDetection-NohNMS
What are some alternatives?
mmrotate - OpenMMLab Rotated Object Detection Toolbox and Benchmark
ImageAI - A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
SSD-pytorch - SSD: Single Shot MultiBox Detector pytorch implementation focusing on simplicity
labelImg - LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
mmdetection - OpenMMLab Detection Toolbox and Benchmark
albumentations - Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
labelImg - LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data. [Moved to: https://github.com/HumanSignal/labelImg]
CRAFT-pytorch - Official implementation of Character Region Awareness for Text Detection (CRAFT)
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
vision_transformer - Discover how to build vision transformer from scratch with this comprehensive tutorial. Follow our step-by-step guide to create your own vision transformer.