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 (by pythonlessons)
a-PyTorch-Tutorial-to-Object-Detection
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection (by sgrvinod)
| TensorFlow-object-detection-tutorial | a-PyTorch-Tutorial-to-Object-Detection | |
|---|---|---|
| 1 | 3 | |
| 154 | 3,110 | |
| 0.0% | 0.5% | |
| 0.0 | 4.9 | |
| about 5 years ago | almost 2 years ago | |
| Python | Python | |
| - | MIT License |
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Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
TensorFlow-object-detection-tutorial
Posts with mentions or reviews of TensorFlow-object-detection-tutorial.
We have used some of these posts to build our list of alternatives
and similar projects.
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Python CUDA - Multiprocessing/Pipes/Queues
I am trying to accomplish something similar to this with yolo5. https://github.com/pythonlessons/TensorFlow-object-detection-tutorial
a-PyTorch-Tutorial-to-Object-Detection
Posts with mentions or reviews of a-PyTorch-Tutorial-to-Object-Detection.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-04-10.
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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?
When comparing TensorFlow-object-detection-tutorial and a-PyTorch-Tutorial-to-Object-Detection you can also consider the following projects:
ImageAI - A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
CRAFT-pytorch - Official implementation of Character Region Awareness for Text Detection (CRAFT)
pytorch2keras - PyTorch to Keras model convertor
ssd_keras - A Keras port of Single Shot MultiBox Detector
AnimeGANv2 - [Open Source]. The improved version of AnimeGAN. Landscape photos/videos to anime
SSD-pytorch - SSD: Single Shot MultiBox Detector pytorch implementation focusing on simplicity
TensorFlow-object-detection-tutorial vs ImageAI
a-PyTorch-Tutorial-to-Object-Detection vs CRAFT-pytorch
TensorFlow-object-detection-tutorial vs pytorch2keras
a-PyTorch-Tutorial-to-Object-Detection vs ssd_keras
TensorFlow-object-detection-tutorial vs AnimeGANv2
a-PyTorch-Tutorial-to-Object-Detection vs SSD-pytorch