mmdeploy
mmpretrain
| mmdeploy | mmpretrain | |
|---|---|---|
| 4 | 2 | |
| 2,524 | 3,171 | |
| 2.5% | 2.6% | |
| 7.9 | 7.8 | |
| about 1 month ago | 14 days ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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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.
mmpretrain
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MMDeploy: Deploy All the Algorithms of OpenMMLab
MMClassification: OpenMMLab image classification toolbox and benchmark.
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how to recognize digits from this pics(i have many of them) so kindly suggest generic that can work for other similar images. I have searched alot for the source code on github but not found the correct solution. most of these solutions were incorrect while other were incomplete. Kindly help me :(
MMClassification or TIMM would be good starting points for training a classification model.
What are some alternatives?
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.
efficientnet - Implementation of EfficientNet model. Keras and TensorFlow Keras.
mmflow - OpenMMLab optical flow toolbox and benchmark
ModelZoo.pytorch - Hands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟
mmfewshot - OpenMMLab FewShot Learning Toolbox and Benchmark
senet.pytorch - PyTorch implementation of SENet
mmdetection - OpenMMLab Detection Toolbox and Benchmark
AdelaiDet - AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
mmrotate - OpenMMLab Rotated Object Detection Toolbox and Benchmark
pytorch-image-models - PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
mmocr - OpenMMLab Text Detection, Recognition and Understanding Toolbox
TFLiteClassification - TensorFlow Lite Image Classification Python Implementation