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northautumn's Projects
signal-recognition
Use Hilbert-Huang Transform(EMD), MFCC, semi-supervised Rough Fuzzy Laplacian Eigenmap(SS-RFLE) to extract features of signals. Use FCM, PCM, SS-PCM, SVM(Libsvm-3.22) for recognition.
simple-faster-rcnn-pytorch
A simplified implemention of Faster R-CNN that replicate performance from origin paper
ssd-tensorflow
Single Shot MultiBox Detector in TensorFlow
stable-diffusion
A latent text-to-image diffusion model
surface-inspection-defect-detection-dataset
This project include several different surfaces, each surface contains one or several defects. For segmentation,object detection, saliency detection，etc
svd
Python code implementing the power method for Singular Value Decomposition
telemanom
A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.
tensorflow-101
《TensorFlow 快速入门与实战》课件与参考代码
tensorflow-image-classification
CNN for multi-class image recognition in tensorflow
tensorflow-tutorial
Tensorflow tutorial from basic to hard
tensorflow-vgg
VGG19 and VGG16 on Tensorflow
tensorflow-vgg-1
Re-implementation of VGG Network in tensorflow
tensorflow-vgg16-train-and-test
The purpose of this program is for studying. Using tensorflow trains the vgg16 and recognizes only two kinds of picture(cat and dog).
tensorflow-yolov3
🔥 pure tensorflow Implement of YOLOv3 with support to train your own dataset
tensorflow-yolov3-train
使用tensorflow2.1.0训练有预训练权重的yolov3网络，实现自定义数据集训练
tensorflow2_tutorials_chinese
tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials
tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook
tensorlayer
Deep Learning and Reinforcement Learning Library for Scientists
tf-eager-fasterrcnn
Faster R-CNN R-101-FPN model was implemented with TensorFlow2.0 eager execution.
tf-faster-rcnn
TensorFlow implementation of Faster R-CNN
tf-faster-rcnn-1
Tensorflow Faster RCNN for Object Detection
tf-faster-rcnn-rddc
Road Damage Detection and Classification with Faster R-CNN (BigData 2018)
tutorials
机器学习相关教程
vehicle-detection
Detect vehicles in a video
vgg16_flowers
利用vgg16进行完整的花朵类型的分类，并进行预测
vgg16_tensorflow2.0
VGG16_tensorflow2.0
vgg16_tf
简单实现VGG16
vgg16_transfer
tensorflow&tensorlayer VGG16模型的迁移学习
video_object_detection
Object Detection with tensorflow object detection API
wechat_face
微信小程序：人脸检测/识别face_recognition库(基于dlib深度学习)的使用
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