原创 Install Dlib on Ubuntu
sudo apt-get install build-essential cmake pkg-configsudo apt-get install l
2020-02-25 21:44:20
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原创 開發環境
必備軟件: VNote(主用+git管理)+cherrytree(備用)+leanote(發博客) pycharm(IDE)+kite(代碼自動補全)+virtualenvwrapper(python虛擬環境管理) wiznot
2019-07-30 09:32:06
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原创 命令使用手冊
Linux command: nautilus /path/to/that/folder 從終端打開文件夾 sudo nvidia-docker run -it --name tf -p 8888:8888 -p 6006:60
2019-07-30 09:32:06
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原创 量化訓練
tensorflow量化訓練: post-training quantization: 剪枝，稀疏編碼，對模型存儲體積進行壓縮 quatization-aware training: forward F32==>int8 映射，
2019-07-30 09:32:06
原创 variables
a tensorflow variable is the best way to represent shared, persistent state manipulated by your program
2018-09-05 00:10:05
原创 image retraining
modern image recognition models have millions of parameters. training them from scratch requires a lot
2018-09-05 00:09:46
原创 eager execution
tensorflow's eager execution is an imprerative programming environment that evaluates operations immedi
2018-09-05 00:09:46
原创 graphs and sessions
tensorflow uses a dataflow graph to represent your computation in terms of the dependencies between ind
2018-09-05 00:09:45
原创 creating custom estimators
as the following figure shows, pre-made Estimators are subclasses of the tf.estimator.Estimator base cl
2018-09-05 00:09:45
原创 get started with eager execution
uses tensorflow's eager execution to (1)build a model,(2)train the model on example data, and (3)use th
2018-09-05 00:09:45
原创 ubuntu tensorflow_gpu setup
(1) install nvidia driver使用如下命令添加GraphicDrivers PPA： sudo add-apt-repository ppa:graphics-drivers/ppa sudo apt-get upda
2018-09-05 00:09:45
原创 feature columns
think of feature columns as the intermediaries between raw data and estimators. feature columns are ver
2018-09-05 00:09:45
原创 tensors
a tensor is a generalization of vectors and matrices to potentially higher dimensionswhen writing a ten
2018-09-05 00:09:45
原创 object detection with deep learning and opencv
a couple weeks ago we learned how to classify images using deep learning and OpenCV 3.3's deep neural n
2018-09-05 00:09:45