mobile-deep-learning 开源项目推荐（11 个）

huggingface /pytorch-image-models

最大的 PyTorch 图像编码器/骨干网络集合。包括训练、评估、推理、导出脚本和预训练权重——ResNet、ResNeXT、EfficientNet、NFNet、Vision Transformer (ViT)、MobileNetV4、MobileNet-V3 & V2、RegNet、DPN、CSPNet、Swin Transformer、MaxViT、CoAtNet、ConvNeXt 等

PaddlePaddle /Paddle-Lite

PaddlePaddle High Performance Deep Learning Inference Engine for Mobile and Edge (飞桨高性能深度学习端侧推理引擎）

csarron /awesome-emdl

Embedded and mobile deep learning research resources

Bisonai /mobilenetv3-tensorflow

Unofficial implementation of MobileNetV3 architecture described in paper Searching for MobileNetV3.

zetyquickly /DensePoseFnL

Making DensePose fast and light (WACV 2021): mobile DensePose models on Detectron2, with checkpoints on Hugging Face

Bisonai /quantized-mobilenetv3-mnist-android

Android application recognizing digits using quantized 8-bit MobileNetV3.

jizhuoran /HyperTea

该项目在 GitHub 上没有填写描述

jizhuoran /sj_convolution

Convolution Neural Network Inference on Mobile GPUs with OpenCL

Bisonai /ncnn

Modified inference engine for quantized convolution using product quantization

BrownAssassin /Big-Data-Analysis-Project

DTMTC: Domain Transfer for Martian Traversability Classification

INDIAN123456890 /Potato_Disease_Classification

CNN-based potato leaf disease classification using TensorFlow/Keras, TensorFlow Lite, and Android Studio. Includes model artifacts, dataset, mobile deployment, emulator testing, APK, and JADX analysis.