mmcv
TensorFlow2.0_Notebooks
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| mmcv | TensorFlow2.0_Notebooks | |
|---|---|---|
| 4 | 1 | |
| 5,596 | 37 | |
| 2.1% | - | |
| 7.8 | 0.0 | |
| 5 days ago | about 3 years ago | |
| Python | Jupyter Notebook | |
| Apache License 2.0 | MIT License |
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.
mmcv
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MMDeploy: Deploy All the Algorithms of OpenMMLab
MMCV: OpenMMLab foundational library for computer vision.
- Mmcv - Openmmlab computer vision foundation
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An elegant and strong PyTorch Trainer
I opened source some works (AAAI 21 SeqNet, ICCV 21 MAED, etc) and earned more than 500 stars. After referring to some popular projects (detectron2, pytorch-image-models, and mmcv), based on my personal development experience, I developed a SIMPLE enough, GENERIC enough, and STRONG enough PyTorch Trainer: core-pytorch-utils, also named CPU. CPU covers most details in the process of training a deep neural network, including:
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Why do practitioners still use regular tensorflow? [D]
Pretty much any custom layer, loss, ops, etc. For some of the most common ones used for objection detection, see here, examples include rotated iou/nms, deformable convolutions, focal loss variants, sync batch norm, etc.
TensorFlow2.0_Notebooks
What are some alternatives?
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
Time-Series-Forecasting-Using-LSTM - Time-Series Forecasting on Stock Prices using LSTM
pytorch-lightning - Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
ai-art-generator - For automating the creation of large batches of AI-generated artwork locally.
detectron2 - Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
cryptocurrency-price-prediction - Cryptocurrency Price Prediction Using LSTM neural network
mmrotate - OpenMMLab Rotated Object Detection Toolbox and Benchmark
strv-ml-mask2face - Virtually remove a face mask to see what a person looks like underneath
aiqc - End-to-end deep learning on your desktop or server.
TensorFlow-Tutorials - TensorFlow Tutorials with YouTube Videos
mmdetection - OpenMMLab Detection Toolbox and Benchmark
Deep-Learning-In-Production - Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.