MobileNetV1-image-classification

image classification

背景：图像分类，主要是针对化妆品洗漱用品在场馆展馆进行展览时，用户用手机小程序调用摄像头进行预测分类，实现实时预测

目标：训练出mobilenetv1模型并转换为TensorFlowjs模型

使用MobileNetV1训练自己的模型，包括前期的数据收集、数据增强变换、参数选择，训练出来的模型对接到前端使用TensorFlowjs加载在手机小程序上

环境： python3.7.7 tensorflowjs==1.3.1 tensorflow==1.15.0 keras==2.0.2

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
js_model_best_other_split1208		js_model_best_other_split1208
model_other1208		model_other1208
README.md		README.md
batch_file_rename.py		batch_file_rename.py
check_image.py		check_image.py
class.txt		class.txt
class_new.txt		class_new.txt
convert_keras_model2tensorflowjs.py		convert_keras_model2tensorflowjs.py
data_augment.py		data_augment.py
image_aug_threading.py		image_aug_threading.py
images_split_train_val.py		images_split_train_val.py
predict.py		predict.py
remove_little_image.py		remove_little_image.py
run.py		run.py
run2.py		run2.py
submit_linux_cmd.py		submit_linux_cmd.py
transfer_learning.py		transfer_learning.py

tommy3266/MobileNetV1-image-classification