xieshenru's repositories
yolo-android
CNN YOLO R&D Project for Android
Adam-experiments
Experiments with Adam/AdamW/amsgrad
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
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Basic_CNNs_TensorFlow2
A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
CenterMulti
基于CenterNet训练的目标检测&人脸对齐&姿态估计模型
Chinese-number-gestures-recognition
基于卷积神经网络的数字手势识别安卓APP，识别数字手势0-10（The number gestures recognition Android APP based on convolutional neural network(CNN), which can recognize the gestures corresponding number 0 to 10）
CNNGestureRecognizer
Gesture recognition via CNN. Implemented in Keras + Theano + OpenCV
cs231n-camp
cs231n training camp
DeepLearning_ObjectRecognition
[Deep Learning] Object Recognition (深度学习:目标检测与识别—复杂环境下的Logo识别) RCNN、TensorFlow
DeepLearning_tutorials
The deeplearning algorithms implemented by tensorflow
docker_practice
Learn and understand Docker technologies, with real DevOps practice!
emotion_classifier
emotion classifier based on kaggle fer2013
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
face-alignment
:fire: 2D and 3D Face alignment library build using pytorch
face-mask-detection-tf2
A face mask detection using ssd with simplified Mobilenet and RFB or Pelee in Tensorflow 2.1. Training on your own dataset. Can be converted to kmodel and run on the edge device of k210
FERA17Challenge-Keras
Keras-in-TensorFlow-workflow models for Facial Expression Recognition and Analysis (FERA) challenge 2017.
image-to-image-papers
A collection of image to image papers
imgaug
Image augmentation for machine learning experiments.
MaskInsightface
基于人脸关键区域提取的人脸识别（LFW:99.82%+ CFP_FP:98.50%+ AgeDB30:98.25%+）
TF-image
TensorFlow识别物体
transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习