imagenet-classifier 开源项目推荐（80 个）

qubvel /classification_models

在ImageNet上训练的分类模型。克拉斯。

sacmehta /EdgeNets

This repository contains the source code of our work on designing efficient CNNs for computer vision

tnikolla /robot-grasp-detection

通过深度神经网络检测机器人抓取位置。该模型基于康奈尔抓取数据集进行训练。该实现主要基于Redmon和Angelova的论文《利用卷积神经网络实现实时抓取检测》。

isabek /XmlToTxt

ImageNet file xml format to Darknet text format

yang-ruixin /PyTorch-Image-Models-Multi-Label-Classification

Multi-label classification based on timm.

JunlinHan /YOCO

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

developer0hye /SKNet-PyTorch

Nearly Perfect & Easily Understandable PyTorch Implementation of SKNet

EEESlab /mobilenet_v1_stm32_cmsis_nn

Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support

lmk123568 /Paddle_Model_Analysis

【一个小工具】用最短的代码完成对模型的分析，包含 ImageNet Val、FLOPs、Params、Throuthput、CAM 等

yang-ruixin /pytorch-image-models-with-simclr

Multi-label classification based on timm, and add SimCLR to timm.

Yang-YiFan /DiracDeltaNet

PyTorch对DiracDeltaNet的实现，摘自论文《Synetgy：嵌入式FPGA上ConvNet加速器的算法-硬件协同设计》

megvii-research /basecls

A codebase & model zoo for pretrained backbone based on MegEngine.

dongkyunk /PatchConvNet-pytorch

Unofficial PyTorch Implementation of "Augmenting Convolutional networks with attention-based aggregation"

IBM /MAX-Inception-ResNet-v2

Identify objects in images using a third-generation deep residual network.

darkmatter18 /WhatsThere

Pytorch based Android app, which classifies images using MobileNet-V2 model, takes image using CameraX API

narenmanoharan /ImageNet-Classifier-Tensorflow

Image recognition and classification using Convolutional Neural Networks with TensorFlow

gsurma /cnn_explainer

Making CNNs interpretable.

nithishr /streamlit-ml-demo

Machine Learning (Imagenet) User Interface Demo application using Streamlit

usingcolor /MambaEye

[CVPR 2026 Findings] MambaEye: A Size-Agnostic Visual Encoder with Causal Sequential Processing

reachsumit /tensorflow-mobilenet-which-car-is-that

Android app containing an Image classifier based on transfer learning CNN using Tensorflow 1.4.1 on Stanford's Imagenet cars dataset