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mobile-deep-learning

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huggingface /pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

optimizer pytorch imagenet image-classification resnet pretrained-models mixnet pretrained-weights distributed-training mobilenet-v2 mobile-deep-learning mobilenetv3 efficientnet augmix randaugment nfnets normalization-free-training vision-transformer-models convnext maxvit

UpdatedDec 16, 2025
Python

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）

arm mobile embedded fpga deep-learning neural-network mali baidu mdl mobile-deep-learning

UpdatedMay 22, 2025
C++

csarron /awesome-emdl

Embedded and mobile deep learning research resources

deep-neural-networks deep-learning inference pruning quantization neural-network-compression mobile-deep-learning embedded-ai efficient-neural-networks mobile-ai mobile-inference

UpdatedMar 14, 2023

Bisonai /mobilenetv3-tensorflow

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

tensorflow mobilenet edge-machine-learning mobile-deep-learning tensorflow-keras mobilenetv3

UpdatedJun 29, 2019
Python

Bisonai /quantized-mobilenetv3-mnist-android

Android application recognizing digits using quantized 8-bit MobileNetV3.

android mnist quantization mobilenet edge-machine-learning tflite mobile-deep-learning mobilenetv3

UpdatedJul 24, 2019
Java

jizhuoran /sj_convolution

Convolution Neural Network Inference on Mobile GPUs with OpenCL

opencl convolutional-neural-network mobile-gpu mobile-deep-learning

UpdatedSep 15, 2019
CMake

jizhuoran /HyperTea

lightweight deep-learning gpu mobile-deep-learning

UpdatedMay 27, 2019
C++

Bisonai /ncnn

Modified inference engine for quantized convolution using product quantization

quantization product-quantization edge-machine-learning inference-optimization mobile-deep-learning inference-acceleration

UpdatedJul 1, 2022
C++

BrownAssassin /Big-Data-Analysis-Project

DTMTC: Domain Transfer for Martian Traversability Classification

domain-transfer convolutional-neural-networks co-training autonomous-navigation mobile-deep-learning terrain-classification martian-robotics ai4mars freiburg-forest

UpdatedAug 20, 2025
HTML

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