Image-Processing-Node-Editor
mmdeploy
| Image-Processing-Node-Editor | mmdeploy | |
|---|---|---|
| 1 | 4 | |
| 449 | 2,567 | |
| - | 2.2% | |
| 5.8 | 7.4 | |
| 4 months ago | 30 days ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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Image-Processing-Node-Editor
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[Discussion] Python: GUI library that works well with OpenCV?
Possibly, it's possible with Dear PyGui (available under an MIT license). See this Youtube tutorial and Github. Here is another example of video (at lower resolution) with Dear PyGui.
mmdeploy
- [D] Object detection models that can be easily converted to CoreML
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Orange Pi 5 Plus Koboldcpp Demo (MPT, Falcon, Mini-Orca, Openllama)
The RK3588 also has a NPU for accelerating neural networks. The bad news is the API is not supported by any of the inference engines (afaik), but the NPU can run models directly that have been converted to the RKNN format. It is a long shot, but you can find details here.
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MMDeploy: Deploy All the Algorithms of OpenMMLab
BibTeX @misc{=mmdeploy, title={OpenMMLab's Model Deployment Toolbox.}, author={MMDeploy Contributors}, howpublished = {\url{https://github.com/open-mmlab/mmdeploy}}, year={2021} }
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Removing the bounding box generated by OnnxRuntime segmentation
I have a semantic segmentation model trained using the mmdetection repo. Then it is converted to the ONNX format using the mmdeploy repo.
What are some alternatives?
DearPyGui-Examples - Repo for more advanced examples
FastDeploy - ⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for ☁️Cloud 📱Mobile and 📹Edge. Including Image, Video, Text and Audio 20+ main stream scenarios and 150+ SOTA models with end-to-end optimization, multi-platform and multi-framework support.
mmflow - OpenMMLab optical flow toolbox and benchmark
mmfewshot - OpenMMLab FewShot Learning Toolbox and Benchmark
mmdetection - OpenMMLab Detection Toolbox and Benchmark
mmpretrain - OpenMMLab Pre-training Toolbox and Benchmark
mmrotate - OpenMMLab Rotated Object Detection Toolbox and Benchmark
mmocr - OpenMMLab Text Detection, Recognition and Understanding Toolbox
ncnn - ncnn is a high-performance neural network inference framework optimized for the mobile platform
mmselfsup - OpenMMLab Self-Supervised Learning Toolbox and Benchmark
whisper.cpp - Port of OpenAI's Whisper model in C/C++
mmhuman3d - OpenMMLab 3D Human Parametric Model Toolbox and Benchmark