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ai-interview-cards

最完整的AI算法面试题目仓库，1000道，25个类目

awesome-slam-datasets

A curated list of awesome datasets for SLAM

computer_vision_literatures

collections of literatures focused on computer vision

darknet

YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

dl-hpe

exercisesetofc

An exercise set of C programming language for beginners

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

galeshapley

A brief introduction for the Gale-Shapley algorithm

gameoflife

The realization of a computer game called "Game Of Life".

gender-recog-four-step

Realization of speech gender recognition within FOUR steps.

gender-recognition

SEVERAL (more than one) solutions for a gender classification of a voice dataset.

ica-fastica

The realization of Independent Component Analysis (ICA) and FastICA and its application (Code + Description).

kmeanscluster

The realization of k-means clustering algorithm by MATLAB

kpca

The realization of Kernel Principle Component Analysis (KPCA) and its applications (Code + Description).

lmops

General technology for enabling AI capabilities w/ LLMs and MLLMs

ml-cv

机器学习实战

mnist-classification

SEVERAL (more than one) solutions for a classification of the MNIST dataset.

mnn

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

mnn-applications

MNN applications by MNN, JNI exec, RK3399. Support tflite\tensorflow\caffe\onnx models.

mxnet-mtcnn

mtcnn mxnet C++ implementation

mynt-eye-s-sdk

MYNT EYE S SDK (MYNT® EYE Standard Camera)

mypiano

A Simple Electro-acoustic Synthesizer written by MATLAB and its GUI

myquestionnaire

A Simple Questionnaire Realized by MATLAB and its GUI

nmf

The realization of Nonnegative Matrix Factor (NMF) and its applications (Code + Description).

pca

The realization of Principle Component Analysis (PCA) and its applications (Code + Description).

programmable-synthesizer

A cool programmable synthesizer.

pycorrector

pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，ConvSeq2Seq，BERT，MacBERT，ELECTRA，ERNIE，Transformer，T5等模型实现，开箱即用。

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行