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Implemented image tagging using TensorFlow InceptionV3 (#28)

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* Refactor docker-compose to its own folder
* Added FastAPI development environment
* Added support for GPU in docker file
* Added image classification
* creating endpoint for smart Image info
* added logo with white background on ios
* Added endpoint and trigger for image tagging
* Classify image and save into database
* Update readme
This commit is contained in:
Alex
2022-02-19 22:42:10 -06:00
committed by GitHub
parent 75b1ed08b4
commit 619735fea0
54 changed files with 2297 additions and 10672 deletions
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22
server/src/migration/1645130759468-CreateUserTable.ts Normal file
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import { MigrationInterface, QueryRunner } from 'typeorm';
export class CreateUserTable1645130759468 implements MigrationInterface {
public async up(queryRunner: QueryRunner): Promise<void> {
await queryRunner.query(`
create table if not exists users
(
id uuid default uuid_generate_v4() not null
constraint "PK_a3ffb1c0c8416b9fc6f907b7433"
primary key,
email varchar not null,
password varchar not null,
salt varchar not null,
"createdAt" timestamp default now() not null
);
`);
}
public async down(queryRunner: QueryRunner): Promise<void> {
await queryRunner.query(`drop table users`);
}
}

26
server/src/migration/1645130777674-CreateDeviceInfoTable.ts Normal file
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import { MigrationInterface, QueryRunner } from 'typeorm';
export class CreateDeviceInfoTable1645130777674 implements MigrationInterface {
public async up(queryRunner: QueryRunner): Promise<void> {
await queryRunner.query(`
create table if not exists device_info
(
id serial
constraint "PK_b1c15a80b0a4e5f4eebadbdd92c"
primary key,
"userId" varchar not null,
"deviceId" varchar not null,
"deviceType" varchar not null,
"notificationToken" varchar,
"createdAt" timestamp default now() not null,
"isAutoBackup" boolean default false not null,
constraint "UQ_ebad78f36b10d15fbea8560e107"
unique ("userId", "deviceId")
);
`);
}
public async down(queryRunner: QueryRunner): Promise<void> {
await queryRunner.query(`drop table device_info`);
}
}

31
server/src/migration/1645130805273-CreateAssetsTable.ts Normal file
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import { MigrationInterface, QueryRunner } from 'typeorm';
export class CreateAssetsTable1645130805273 implements MigrationInterface {
public async up(queryRunner: QueryRunner): Promise<void> {
await queryRunner.query(`
create table if not exists assets
(
id uuid default uuid_generate_v4() not null
constraint "PK_da96729a8b113377cfb6a62439c"
primary key,
"deviceAssetId" varchar not null,
"userId" varchar not null,
"deviceId" varchar not null,
type varchar not null,
"originalPath" varchar not null,
"resizePath" varchar,
"createdAt" varchar not null,
"modifiedAt" varchar not null,
"isFavorite" boolean default false not null,
"mimeType" varchar,
duration varchar,
constraint "UQ_b599ab0bd9574958acb0b30a90e"
unique ("deviceAssetId", "userId", "deviceId")
);
`);
}
public async down(queryRunner: QueryRunner): Promise<void> {
await queryRunner.query(`drop table assets`);
}
}

42
server/src/migration/1645130817965-CreateExifTable.ts Normal file
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import { MigrationInterface, QueryRunner } from 'typeorm';
export class CreateExifTable1645130817965 implements MigrationInterface {
public async up(queryRunner: QueryRunner): Promise<void> {
await queryRunner.query(`
create table if not exists exif
(
id serial
constraint "PK_28663352d85078ad0046dafafaa"
primary key,
"assetId" uuid not null
constraint "REL_c0117fdbc50b917ef9067740c4"
unique
constraint "FK_c0117fdbc50b917ef9067740c44"
references assets
on delete cascade,
make varchar,
model varchar,
"imageName" varchar,
"exifImageWidth" integer,
"exifImageHeight" integer,
"fileSizeInByte" integer,
orientation varchar,
"dateTimeOriginal" timestamp with time zone,
"modifyDate" timestamp with time zone,
"lensModel" varchar,
"fNumber" double precision,
"focalLength" double precision,
iso integer,
"exposureTime" double precision,
latitude double precision,
longitude double precision
);
create unique index if not exists "IDX_c0117fdbc50b917ef9067740c4" on exif ("assetId");
`);
}
public async down(queryRunner: QueryRunner): Promise<void> {
await queryRunner.query(`drop table exif`);
}
}

30
server/src/migration/1645130870184-CreateSmartInfoTable.ts Normal file
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import { MigrationInterface, QueryRunner } from 'typeorm';
export class CreateSmartInfoTable1645130870184 implements MigrationInterface {
public async up(queryRunner: QueryRunner): Promise<void> {
await queryRunner.query(`
create table if not exists smart_info
(
id serial
constraint "PK_0beace66440e9713f5c40470e46"
primary key,
"assetId" uuid not null
constraint "UQ_5e3753aadd956110bf3ec0244ac"
unique
constraint "FK_5e3753aadd956110bf3ec0244ac"
references assets
on delete cascade,
tags text[]
);
create unique index if not exists "IDX_5e3753aadd956110bf3ec0244a"
on smart_info ("assetId");
`);
}
public async down(queryRunner: QueryRunner): Promise<void> {
await queryRunner.query(`
drop table smart_info;
`);
}
}