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3d-resnets-pytorch

3D ResNets for Action Recognition (CVPR 2018)

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

arcface-pytorch

clip-chinese

中文CLIP预训练模型

deep-forecast-pytorch

Wind Speed Prediction using LSTMs in PyTorch (https://arxiv.org/pdf/1707.08110.pdf)

deep-reinforcement-learning-udacity

Udacity Deep Reinforcement Learning Nanodegree projects

deep_sort_yolov3

Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow

detect_steel_bar

CCFDF AI 数钢筋大赛

face_pytorch

face recognition algorithms in pytorch framework, including arcface, cosface, sphereface and so on

faceswap

Non official project based on original /r/Deepfakes thread. Many thanks to him!

fashionai-keypointsdetectionofapparel

FashionAI Key Points Detection using CPN model in Pytorch

fc-stable-diffuson

部署stable-diffusion到阿里云函数计算

fots_tf

This an implementation of FOTS with tensorflow

general_algorithm

Some general algorithms for different uses

ghostnet

[CVPR2020] Surpassing MobileNetV3: "GhostNet: More Features from Cheap Operations"

hmm-tagger

One project of Udacity Artificial Intelligence Nanodegree: part of speech using HMM model

iem

Code that makes the Iowa Environmental Mesonet run, or run into the ground.

kaggle-humpback

Code for 3rd place solution in Kaggle Humpback Whale Identification Challenge.

kaggle-web-traffic

1st place solution

keras-attention-mechanism

Attention mechanism Implementation for Keras.

keras-attention-mechanism-master

keras注意力机制

lstm-fcn

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

map

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

matrix_derivatives

This is a note on matrix derivatives and described my own experience in detail. Hope you'll like it.

micronet

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

ml-python-examples

Machine Learning学习案例

mobilenetv3-tensorflow

the multi-GPUs implementation of mobilenet v3 in tensorflow with tf.layers

mobilenetv3-tensorflow-1

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

mobilenetv3-yolov3

An experiment of transferring backbone of yolov3 into mobilenetv3