Efficient-AI-Backbones
AI backbones
A collection of efficient AI backbone architectures developed by Huawei Noah's Ark Lab.
Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.
4k stars
54 watching
709 forks
Language: Python
last commit: almost 2 years agoLinked from 1 awesome list
convolutional-neural-networksefficient-inferenceghostnetimagenetmodel-compressionpretrained-modelspytorchtensorflowtransformervision-transformer
weiaicunzai/awesome-image-classificationRelated projects:
| Repository | Description | Stars |
|---|---|---|
| huawei-noah/efficient-computing | A collection of research methods and techniques developed by Huawei to improve the efficiency of neural networks in computer vision and other applications. | 1,218 |
| huawei-noah/pretrained-language-model | A collection of pre-trained language models and optimization techniques for efficient natural language processing | 3,039 |
| huawei-noah/pretrained-ipt | This project develops a pre-trained transformer model for image processing tasks such as denoising, super-resolution, and deraining. | 451 |
 facebookresearch/dinov2 | A PyTorch implementation of a self-supervised learning method for learning robust visual features without supervision. | 9,425 |
 cszn/kair | Image restoration toolbox with training and testing codes for various deep learning-based methods | 2,994 |
 apple/corenet | A deep neural network toolkit allowing researchers and engineers to train various models | 6,997 |
 tencent/hunyuandit | A PyTorch model definition and inference/sampling code repository for a powerful diffusion transformer with fine-grained Chinese understanding | 3,678 |
 lukemelas/efficientnet-pytorch | A PyTorch implementation of EfficientNet convolutional neural networks | 7,971 |
 opennhp/opennhp | A Zero Trust protocol that leverages resource-hiding and encryption to safeguard servers and data from attackers | 13,520 |
 plasma-umass/scalene | A high-performance Python profiler that analyzes CPU, GPU, and memory usage, providing detailed information and AI-powered optimization suggestions. | 12,274 |
 freedomintelligence/llmzoo | A platform providing data, models, and evaluation benchmarks for large language models to promote accessibility and democratization of AI technology | 2,938 |
| huawei-noah/hebo | An open-source software library providing tools and frameworks for optimizing complex systems and improving machine learning models through Bayesian optimization and reinforcement learning. | 3,306 |
 ericsun99/shufflenet-v2-pytorch | A PyTorch implementation of a ShuffleNet-v2 neural network architecture for image classification. | 431 |
 open-mmlab/mmagic | A toolkit for building and experimenting with generative AI models for image and video generation, restoration, enhancement, and other tasks. | 6,986 |
 labmlai/annotated_deep_learning_paper_implementations | Implementations of various deep learning algorithms and techniques with accompanying documentation | 57,177 |