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ai-edu

AI education materials for Chinese students, teachers and IT professionals.

anomaly-segmentation-in-a-teacher-guide-student-manner

awesome-knowledge-distillation-1

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。

centernet

Object detection, 3D detection, and pose estimation using center point detection:

centernet-pytorch

这是一个centernet-pytorch的源码，可以用于训练自己的模型。

cocoapi

COCO API - Dataset @ http://cocodataset.org/

efficientnet-pytorch

A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

github-slideshow

A robot powered training repository :robot:

glocalkd

Implementation of the paper Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation(WSDM22)

imagenet-simple-labels

Simpler human-readable labels for ImageNet 🏷

kd_lib

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

knowledge_distillation_ad

leetcode

😏 LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer（第 2 版）》、《程序员面试金典（第 6 版）》题解

libtorchsegmentation

A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

lifelong-teacher-student-network-learning

The implementation of Lifelong Teacher-Student Network Learning

netron

Visualizer for neural network, deep learning, and machine learning models

qtguidemo

QT GUI DEMO

qtwidgetsapplication

平时一些练手的Qt小功能窗口示例

refilled

This is the code of CVPR'20 paper "Distilling Cross-Task Knowledge via Relationship Matching".

rkisp-v4l2

Use the v4l2 interface to call the mipi camera demo code.

rknn-multi-threaded

使用多线程异步操作，提高rk3588/rk3588s的三核NPU使用率，进而提高推理帧数

rknn-toolkit2

rknn_model_zoo

rknn_yolov5_3588_hyx

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

student-teacher-abnormaly-detection

Repository for AI Student-Teacher Abnormaly Detection

student-teacher-transfer-learning

teacher-free-knowledge-distillation

Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization

teacher-student

Teacher Student project with SOTA teachers for student models results improvements

threadpool

A simple C++11 Thread Pool implementation