algorithm
MLP for mnist done
covert to tfrecord
test on 102flowers done command like this:
python covert_somedata_to_tfrecord.py --dataset_name=102flowers --dataset_dir='./'
serving
test on MLP model on mnist done
download the mnist jpgs on baidu yunpan mnist jpgs
Reference: https://github.com/tobegit3hub/deep_recommend_system
finetuning and deploy model with flask
In folder finetuning, we use tf.slim to finetuning the pretrain model (I use the same method in my porn detection) and use flask to buid a very simple inference system.
Inference Demo
I deploy a image classification in demo page. It is based on Tensorflow and Flask. Feel free to try.
Chinese rec
You can get the detailed introductation in TensorFlow与中文手写汉字识别
GAN
AC-GAN and Info-GAN in TensorFlow
The project in GAN includ AC-GAN and Info-GAN:
- AC-GAN
- Info-GAN
Result
Infogan result:
AC-GAN result:
You can get detailed information in GAN的理解与TF的实现
DeepColor
The images from safebooru.org, you can download from the baidu yunpan https://pan.baidu.com/s/1c1HOIHU.
The results:
details in CGAN之deepcolor实践
Text Classifer
You can get the detail information in 自然语言处理第一番之文本分类器. Classic methods such as Word Count Distribution and TF-IDF and DeepLearning Methods based CNN and C-LSTM are provided in nlp/text_classifier