a-PyTorch-Tutorial-to-Object-Detection
TensorFlow-object-detection-tutorial
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| a-PyTorch-Tutorial-to-Object-Detection | TensorFlow-object-detection-tutorial | |
|---|---|---|
| 3 | 1 | |
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| 6 months ago | almost 4 years ago | |
| Python | Python | |
| 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
TensorFlow-object-detection-tutorial
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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
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
cupy - NumPy & SciPy for GPU
mmdetection - OpenMMLab Detection Toolbox and Benchmark
pdf2image - A python module that wraps the pdftoppm utility to convert PDF to PIL Image object
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
PINTO_model_zoo - A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
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
viseron - Self-hosted, local only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home, office or any other place you want to monitor.