O70/image-recognition

Image Recognition

JavaScriptMIT

Image Recognition

Database

create database if not exists irdb default charset utf8 collate utf8_general_ci;

drop table if exists tbl_image_metadata;
create table tbl_image_metadata (
    id varchar(36) not null primary key,
    filename varchar(64),
    filepath varchar(128),
    predict double(10, 8),
    category int,
    create_date datetime
);

数据库连接配置在src/config.py中.

About Model

模型需要被存放至src/core/中, 详情请参考src/core/model_deploy.py中等recognition方法.

Run

$ pip install web.py==0.40
$ pip install pillow
$ pip install pymysql

$ pip install numpy opencv-python torch pandas tqdm albumentations torchvision

$ python3 src/app.py 80

Attentions

.pb文件过大, 已被清除.

$ git filter-branch --index-filter 'git rm --cached --ignore-unmatch static/yolov3_yanxin1000_1016.pb'
$ rm -rf .git/refs/original
$ git reflog expire --expire=now --all
$ git fsck --full --unreachable
$ git repack -A -d
$ git gc --aggressive --prune=now
$ git push --force origin master

Deprecated: Browse

Bugs

el-select's describe style
RuntimeError('generator raised StopIteration')
TypeError: WSGI response header value 469 is not of type str.
'WSGI response header value %r is not of type str.' % v,
TypeError: super(type, obj): obj must be an instance or subtype of type
Deploy