A codebase & model zoo for pretrained backbone based on MegEngine.

megvii-research, updated 🕥 2023-03-06 23:35:52

BaseCls

BaseCls 是一个基于 MegEngine 的预训练模型库，帮助大家挑选或训练出更适合自己科研或者业务的模型结构。

文档地址：https://basecls.readthedocs.io

安装

安装环境

BaseCls 需要 Python >= 3.6。

BaseCls 依赖 MegEngine >= 1.6.0。

通过包管理器安装

通过 pip 包管理器安装 BaseCls 的命令如下：

shell pip3 install basecls --user

默认不会安装包括 MegEngine 在内的部分依赖，可以通过以下命令进行完整安装：

shell pip3 install basecls[all] --user

对于 conda 用户, 可以选择通过在环境中先安装 pip，再按照上述方式进行 BaseCls 的安装。

通过源代码安装

为保证模型性能的可追溯性，避免实验碎片化，建议通过包管理器安装。如果包管理器安装的方式无法满足你的需求，则可以尝试自行通过源码安装。

安装依赖

shell pip3 install -r requirements.txt --user

安装 BaseCls

shell python3 setup.py develop --user

验证安装

在 Python 中导入 BaseCls 验证安装成功并查看安装版本：

python import basecls print(basecls.__version__)

开发者须知

开发环境

```shell

安装依赖

pip3 install -r requirements-dev.txt --user

配置 pre-commit

pre-commit install ```

开发流程

提交者需补充相应修改的单元测试。

```shell

（外部开发者）fork repo，或（内部开发者）建立 new-feature 分支

git checkout -b new-feature

进行修改

代码风格检查与格式化

make lint make format

单元测试与覆盖率检查

make unittest

提交修改

git commit

提交MR/PR

```

Issues

chore(deps): Bump minimist from 1.2.5 to 1.2.8 in /docs

opened on 2023-03-06 23:35:52 by dependabot[bot]

Bumps minimist from 1.2.5 to 1.2.8.

Changelog

Sourced from minimist's changelog.

v1.2.8 - 2023-02-09

Merged

[Fix] Fix long option followed by single dash [#17](https://github.com/minimistjs/minimist/issues/17)

[Tests] Remove duplicate test [#12](https://github.com/minimistjs/minimist/issues/12)

[Fix] opt.string works with multiple aliases [#10](https://github.com/minimistjs/minimist/issues/10)

Fixed

[Fix] Fix long option followed by single dash (#17) [#15](https://github.com/minimistjs/minimist/issues/15)

[Tests] Remove duplicate test (#12) [#8](https://github.com/minimistjs/minimist/issues/8)

[Fix] Fix long option followed by single dash [#15](https://github.com/minimistjs/minimist/issues/15)

[Fix] opt.string works with multiple aliases (#10) [#9](https://github.com/minimistjs/minimist/issues/9)

[Fix] Fix handling of short option with non-trivial equals [#5](https://github.com/minimistjs/minimist/issues/5)

[Tests] Remove duplicate test [#8](https://github.com/minimistjs/minimist/issues/8)

[Fix] opt.string works with multiple aliases [#9](https://github.com/minimistjs/minimist/issues/9)

Commits

Merge tag 'v0.2.3' a026794

[eslint] fix indentation and whitespace 5368ca4

[eslint] fix indentation and whitespace e5f5067

[eslint] more cleanup 62fde7d

[eslint] more cleanup 36ac5d0

[meta] add auto-changelog 73923d2

[actions] add reusable workflows d80727d

[eslint] add eslint; rules to enable later are warnings 48bc06a

[eslint] fix indentation 34b0f1c

[readme] rename and add badges 5df0fe4

[Dev Deps] switch from covert to nyc a48b128

[Dev Deps] update covert, tape; remove unnecessary tap f0fb958

[meta] create FUNDING.yml; add funding in package.json 3639e0c

[meta] use npmignore to autogenerate an npmignore file be2e038

Only apps should have lockfiles 282b570

isConstructorOrProto adapted from PR ef9153f

[Dev Deps] update @ljharb/eslint-config, aud 098873c

[Dev Deps] update @ljharb/eslint-config, aud 3124ed3

[meta] add safe-publish-latest 4b927de

[Tests] add aud in posttest b32d9bd

[meta] update repo URLs f9fdfc0

[actions] Avoid 0.6 tests due to build failures ba92fe6

[Dev Deps] update tape 950eaa7

[Dev Deps] add missing npmignore dev dep 3226afa

Merge tag 'v0.2.2' 980d7ac

v1.2.7 - 2022-10-10

Commits

... (truncated)

Commits

6901ee2 v1.2.8
a026794 Merge tag 'v0.2.3'
c0b2661 v0.2.3
63b8fee [Fix] Fix long option followed by single dash (#17)
72239e6 [Tests] Remove duplicate test (#12)
34b0f1c [eslint] fix indentation
3226afa [Dev Deps] add missing npmignore dev dep
098873c [Dev Deps] update @ljharb/eslint-config, aud
9ec4d27 [Fix] Fix long option followed by single dash
ba92fe6 [actions] Avoid 0.6 tests due to build failures
Additional commits viewable in compare view

Maintainer changes

This version was pushed to npm by ljharb, a new releaser for minimist since your current version.

Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase.

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chore(deps): Bump json5 from 1.0.1 to 1.0.2 in /docs

opened on 2023-01-07 17:00:50 by dependabot[bot]

Bumps json5 from 1.0.1 to 1.0.2.

Release notes

Sourced from json5's releases.

v1.0.2

Fix: Properties with the name __proto__ are added to objects and arrays. (#199) This also fixes a prototype pollution vulnerability reported by Jonathan Gregson! (#295). This has been backported to v1. (#298)

Changelog

Sourced from json5's changelog.

Unreleased [code, diff]

v2.2.3 [code, diff]

Fix: [email protected] is now the 'latest' release according to npm instead of v1.0.2. (#299)

v2.2.2 [code, diff]

Fix: Properties with the name __proto__ are added to objects and arrays. (#199) This also fixes a prototype pollution vulnerability reported by Jonathan Gregson! (#295).

v2.2.1 [code, diff]

Fix: Removed dependence on minimist to patch CVE-2021-44906. (#266)

v2.2.0 [code, diff]

New: Accurate and documented TypeScript declarations are now included. There is no need to install @types/json5. (#236, #244)

v2.1.3 [code, diff]

Fix: An out of memory bug when parsing numbers has been fixed. (#228, #229)

v2.1.2 [code, diff]

... (truncated)

Commits

a62db1e 1.0.2
e0c23fe docs: update CHANGELOG for v1.0.2
62a6540 fix: add proto to objects and arrays
See full diff in compare view

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chore(deps): Bump express from 4.17.1 to 4.18.2 in /docs

opened on 2022-12-14 19:47:02 by dependabot[bot]

Bumps express from 4.17.1 to 4.18.2.

Release notes

Sourced from express's releases.

4.18.2

Fix regression routing a large stack in a single route

deps: [email protected]

deps: [email protected]

perf: remove unnecessary object clone

deps: [email protected]

4.18.1

Fix hanging on large stack of sync routes

4.18.0

Add "root" option to res.download

Allow options without filename in res.download

Deprecate string and non-integer arguments to res.status

Fix behavior of null/undefined as maxAge in res.cookie

Fix handling very large stacks of sync middleware

Ignore Object.prototype values in settings through app.set/app.get

Invoke default with same arguments as types in res.format

Support proper 205 responses using res.send

Use http-errors for res.format error

deps: [email protected]

Fix error message for json parse whitespace in strict

Fix internal error when inflated body exceeds limit

Prevent loss of async hooks context

Prevent hanging when request already read

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

Add priority option

Fix expires option to reject invalid dates

deps: [email protected]

Replace internal eval usage with Function constructor

Use instance methods on process to check for listeners

deps: [email protected]

Remove set content headers that break response

deps: on-fi[email protected]

deps: [email protected]

deps: [email protected]

Prevent loss of async hooks context

deps: [email protected]

deps: [email protected]

Fix emitted 416 error missing headers property

Limit the headers removed for 304 response

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

... (truncated)

Changelog

Sourced from express's changelog.

4.18.2 / 2022-10-08

Fix regression routing a large stack in a single route

deps: [email protected]

deps: [email protected]

perf: remove unnecessary object clone

deps: [email protected]

4.18.1 / 2022-04-29

Fix hanging on large stack of sync routes

4.18.0 / 2022-04-25

Add "root" option to res.download

Allow options without filename in res.download

Deprecate string and non-integer arguments to res.status

Fix behavior of null/undefined as maxAge in res.cookie

Fix handling very large stacks of sync middleware

Ignore Object.prototype values in settings through app.set/app.get

Invoke default with same arguments as types in res.format

Support proper 205 responses using res.send

Use http-errors for res.format error

deps: [email protected]

Fix error message for json parse whitespace in strict

Fix internal error when inflated body exceeds limit

Prevent loss of async hooks context

Prevent hanging when request already read

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

deps: [email protected]

Add priority option

Fix expires option to reject invalid dates

deps: [email protected]

Replace internal eval usage with Function constructor

Use instance methods on process to check for listeners

deps: [email protected]

Remove set content headers that break response

deps: [email protected]

deps: [email protected]

deps: [email protected]

Prevent loss of async hooks context

deps: [email protected]

deps: [email protected]

... (truncated)

Commits

8368dc1 4.18.2
61f4049 docs: replace Freenode with Libera Chat
bb7907b build: [email protected]
f56ce73 build: [email protected]
24b3dc5 deps: [email protected]
689d175 deps: [email protected]
340be0f build: [email protected]8.24.0
33e8dc3 docs: use Node.js name style
644f646 build: [email protected]
ecd7572 build: [email protected]
Additional commits viewable in compare view

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chore(deps): Bump decode-uri-component from 0.2.0 to 0.2.2 in /docs

opened on 2022-12-08 04:54:57 by dependabot[bot]

Bumps decode-uri-component from 0.2.0 to 0.2.2.

Release notes

Sourced from decode-uri-component's releases.

v0.2.2

Prevent overwriting previously decoded tokens 980e0bf

https://github.com/SamVerschueren/decode-uri-component/compare/v0.2.1...v0.2.2

v0.2.1

Switch to GitHub workflows 76abc93

Fix issue where decode throws - fixes #6 746ca5d

Update license (#1) 486d7e2

Tidelift tasks a650457

Meta tweaks 66e1c28

https://github.com/SamVerschueren/decode-uri-component/compare/v0.2.0...v0.2.1

Commits

a0eea46 0.2.2
980e0bf Prevent overwriting previously decoded tokens
3c8a373 0.2.1
76abc93 Switch to GitHub workflows
746ca5d Fix issue where decode throws - fixes #6
486d7e2 Update license (#1)
a650457 Tidelift tasks
66e1c28 Meta tweaks
See full diff in compare view

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chore(deps): Bump minimatch from 3.0.4 to 3.1.2 in /docs

opened on 2022-11-30 13:05:23 by dependabot[bot]

Bumps minimatch from 3.0.4 to 3.1.2.

Commits

699c459 3.1.2
2f2b5ff fix: trim pattern
25d7c0d 3.1.1
55dda29 fix: treat nocase:true as always having magic
5e1fb8d 3.1.0
f8145c5 Add 'allowWindowsEscape' option
570e8b1 add publishConfig for v3 publishes
5b7cd33 3.0.6
20b4b56 [fix] revert all breaking syntax changes
2ff0388 document, expose, and test 'partial:true' option
Additional commits viewable in compare view

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chore(deps): Bump loader-utils from 1.4.0 to 1.4.2 in /docs

opened on 2022-11-16 06:56:46 by dependabot[bot]

Bumps loader-utils from 1.4.0 to 1.4.2.

Release notes

Sourced from loader-utils's releases.

v1.4.2

1.4.2 (2022-11-11)

Bug Fixes

ReDoS problem (#226) (17cbf8f)

v1.4.1

1.4.1 (2022-11-07)

Bug Fixes

security problem (#220) (4504e34)

Changelog

Sourced from loader-utils's changelog.

1.4.2 (2022-11-11)

Bug Fixes

ReDoS problem (#226) (17cbf8f)

1.4.1 (2022-11-07)

Bug Fixes

security problem (#220) (4504e34)

Commits

331ad50 chore(release): 1.4.2
17cbf8f fix: ReDoS problem (#226)
8f082b3 chore(release): 1.4.1
4504e34 fix: security problem (#220)
See full diff in compare view

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MEGVII Research

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GitHub Repository

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