From f05868d8e0c8b60ed5ee6a9c63ba1c94f2f56126 Mon Sep 17 00:00:00 2001 From: Sebastian Schmidt Date: Fri, 4 Nov 2022 10:57:26 -0700 Subject: [PATCH] Set up the Open Source build for MediaPipe Tasks Web PiperOrigin-RevId: 486181061 --- .gitignore | 1 + BUILD.bazel | 9 +- WORKSPACE | 43 ++ mediapipe/framework/deps/BUILD | 11 +- mediapipe/framework/port/build_config.bzl | 55 +- .../tasks/web/components/containers/BUILD | 21 + .../web/components/containers/category.d.ts | 38 ++ .../containers/classifications.d.ts | 51 ++ .../web/components/containers/landmark.d.ts | 35 + .../tasks/web/components/processors/BUILD | 33 + .../web/components/processors/base_options.ts | 50 ++ .../processors/classifier_options.ts | 62 ++ .../processors/classifier_result.ts | 61 ++ mediapipe/tasks/web/core/BUILD | 21 + mediapipe/tasks/web/core/base_options.d.ts | 31 + .../tasks/web/core/classifier_options.d.ts | 52 ++ .../tasks/web/core/wasm_loader_options.d.ts | 25 + package.json | 15 + tsconfig.json | 47 ++ yarn.lock | 626 ++++++++++++++++++ 20 files changed, 1275 insertions(+), 12 deletions(-) create mode 100644 mediapipe/tasks/web/components/containers/BUILD create mode 100644 mediapipe/tasks/web/components/containers/category.d.ts create mode 100644 mediapipe/tasks/web/components/containers/classifications.d.ts create mode 100644 mediapipe/tasks/web/components/containers/landmark.d.ts create mode 100644 mediapipe/tasks/web/components/processors/BUILD create mode 100644 mediapipe/tasks/web/components/processors/base_options.ts create mode 100644 mediapipe/tasks/web/components/processors/classifier_options.ts create mode 100644 mediapipe/tasks/web/components/processors/classifier_result.ts create mode 100644 mediapipe/tasks/web/core/BUILD create mode 100644 mediapipe/tasks/web/core/base_options.d.ts create mode 100644 mediapipe/tasks/web/core/classifier_options.d.ts create mode 100644 mediapipe/tasks/web/core/wasm_loader_options.d.ts create mode 100644 package.json create mode 100644 tsconfig.json create mode 100644 yarn.lock diff --git a/.gitignore b/.gitignore index b3a881711..525f0878e 100644 --- a/.gitignore +++ b/.gitignore @@ -2,5 +2,6 @@ bazel-* mediapipe/MediaPipe.xcodeproj mediapipe/MediaPipe.tulsiproj/*.tulsiconf-user mediapipe/provisioning_profile.mobileprovision +node_modules/ .configure.bazelrc .user.bazelrc diff --git a/BUILD.bazel b/BUILD.bazel index 1973f98af..e3443b83e 100644 --- a/BUILD.bazel +++ b/BUILD.bazel @@ -1,4 +1,4 @@ -# Copyright 2019 The MediaPipe Authors. +# Copyright 2022 The MediaPipe Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -14,4 +14,9 @@ licenses(["notice"]) -exports_files(["LICENSE"]) +exports_files([ + "LICENSE", + "tsconfig.json", + "package.json", + "yarn.lock", +]) diff --git a/WORKSPACE b/WORKSPACE index 5a47cf6b7..d2d7d8ea7 100644 --- a/WORKSPACE +++ b/WORKSPACE @@ -501,5 +501,48 @@ libedgetpu_dependencies() load("@coral_crosstool//:configure.bzl", "cc_crosstool") cc_crosstool(name = "crosstool") + +# Node dependencies +http_archive( + name = "build_bazel_rules_nodejs", + sha256 = "5aae76dced38f784b58d9776e4ab12278bc156a9ed2b1d9fcd3e39921dc88fda", + urls = ["https://github.com/bazelbuild/rules_nodejs/releases/download/5.7.1/rules_nodejs-5.7.1.tar.gz"], +) + +load("@build_bazel_rules_nodejs//:repositories.bzl", "build_bazel_rules_nodejs_dependencies") +build_bazel_rules_nodejs_dependencies() + +# fetches nodejs, npm, and yarn +load("@build_bazel_rules_nodejs//:index.bzl", "node_repositories", "yarn_install") +node_repositories() +yarn_install( + name = "npm", + package_json = "//:package.json", + yarn_lock = "//:yarn.lock", +) + +# Protobuf for Node dependencies +http_archive( + name = "rules_proto_grpc", + sha256 = "bbe4db93499f5c9414926e46f9e35016999a4e9f6e3522482d3760dc61011070", + strip_prefix = "rules_proto_grpc-4.2.0", + urls = ["https://github.com/rules-proto-grpc/rules_proto_grpc/archive/4.2.0.tar.gz"], +) + +http_archive( + name = "com_google_protobuf_javascript", + sha256 = "35bca1729532b0a77280bf28ab5937438e3dcccd6b31a282d9ae84c896b6f6e3", + strip_prefix = "protobuf-javascript-3.21.2", + urls = ["https://github.com/protocolbuffers/protobuf-javascript/archive/refs/tags/v3.21.2.tar.gz"], +) + +load("@rules_proto_grpc//:repositories.bzl", "rules_proto_grpc_toolchains", "rules_proto_grpc_repos") +rules_proto_grpc_toolchains() +rules_proto_grpc_repos() + +load("@rules_proto//proto:repositories.bzl", "rules_proto_dependencies", "rules_proto_toolchains") +rules_proto_dependencies() +rules_proto_toolchains() + load("//third_party:external_files.bzl", "external_files") external_files() diff --git a/mediapipe/framework/deps/BUILD b/mediapipe/framework/deps/BUILD index 120ddc711..a39d7476e 100644 --- a/mediapipe/framework/deps/BUILD +++ b/mediapipe/framework/deps/BUILD @@ -15,7 +15,7 @@ # Description: # The dependencies of mediapipe. -load("//mediapipe/framework/port:build_config.bzl", "mediapipe_cc_proto_library") +load("//mediapipe/framework/port:build_config.bzl", "mediapipe_proto_library") load("@bazel_skylib//:bzl_library.bzl", "bzl_library") licenses(["notice"]) @@ -38,7 +38,7 @@ bzl_library( visibility = ["//mediapipe/framework:__subpackages__"], ) -proto_library( +mediapipe_proto_library( name = "proto_descriptor_proto", srcs = ["proto_descriptor.proto"], visibility = [ @@ -47,13 +47,6 @@ proto_library( ], ) -mediapipe_cc_proto_library( - name = "proto_descriptor_cc_proto", - srcs = ["proto_descriptor.proto"], - visibility = ["//mediapipe/framework:__subpackages__"], - deps = [":proto_descriptor_proto"], -) - cc_library( name = "aligned_malloc_and_free", hdrs = ["aligned_malloc_and_free.h"], diff --git a/mediapipe/framework/port/build_config.bzl b/mediapipe/framework/port/build_config.bzl index fb01d4539..80e9bfc4d 100644 --- a/mediapipe/framework/port/build_config.bzl +++ b/mediapipe/framework/port/build_config.bzl @@ -4,6 +4,9 @@ """.bzl file for mediapipe open source build configs.""" load("@com_google_protobuf//:protobuf.bzl", "cc_proto_library", "py_proto_library") +load("@npm//@bazel/typescript:index.bzl", "ts_project") +load("@rules_proto//proto:defs.bzl", "proto_library") +load("@rules_proto_grpc//js:defs.bzl", "js_proto_library") load("//mediapipe/framework/tool:mediapipe_graph.bzl", "mediapipe_options_library") def provided_args(**kwargs): @@ -71,7 +74,7 @@ def mediapipe_proto_library( def_jspb_proto: define the jspb_proto_library target def_options_lib: define the mediapipe_options_library target """ - _ignore = [def_portable_proto, def_objc_proto, def_java_proto, def_jspb_proto, portable_deps] + _ignore = [def_portable_proto, def_objc_proto, def_java_proto, portable_deps] # buildifier: disable=unused-variable # The proto_library targets for the compiled ".proto" source files. proto_deps = [":" + name] @@ -119,6 +122,24 @@ def mediapipe_proto_library( compatible_with = compatible_with, )) + if def_jspb_proto: + js_deps = replace_deps(deps, "_proto", "_jspb_proto", False) + proto_library( + name = replace_suffix(name, "_proto", "_lib_proto"), + srcs = srcs, + deps = deps, + ) + js_proto_library( + name = replace_suffix(name, "_proto", "_jspb_proto"), + protos = [replace_suffix(name, "_proto", "_lib_proto")], + output_mode = "NO_PREFIX_FLAT", + # Need to specify this to work around bug in js_proto_library() + # https://github.com/bazelbuild/rules_nodejs/issues/3503 + legacy_path = "unused", + deps = js_deps, + visibility = visibility, + ) + if def_options_lib: cc_deps = replace_deps(deps, "_proto", "_cc_proto") mediapipe_options_library(**provided_args( @@ -182,3 +203,35 @@ def mediapipe_cc_proto_library(name, srcs, visibility = None, deps = [], cc_deps default_runtime = "@com_google_protobuf//:protobuf", alwayslink = 1, )) + +def mediapipe_ts_library( + name, + srcs, + visibility = None, + deps = [], + testonly = 0, + allow_unoptimized_namespaces = False): + """Generate ts_project for MediaPipe open source version. + + Args: + name: the name of the cc_proto_library. + srcs: the .proto files of the cc_proto_library for Bazel use. + visibility: visibility of this target. + deps: a list of dependency labels for Bazel use; must be cc_proto_library. + testonly: test only or not. + allow_unoptimized_namespaces: ignored, used only internally + """ + _ignore = [allow_unoptimized_namespaces] # buildifier: disable=unused-variable + + ts_project(**provided_args( + name = name, + srcs = srcs, + visibility = visibility, + deps = deps + [ + "@npm//@types/offscreencanvas", + "@npm//@types/google-protobuf", + ], + testonly = testonly, + declaration = True, + tsconfig = "//:tsconfig.json", + )) diff --git a/mediapipe/tasks/web/components/containers/BUILD b/mediapipe/tasks/web/components/containers/BUILD new file mode 100644 index 000000000..7d13fadcb --- /dev/null +++ b/mediapipe/tasks/web/components/containers/BUILD @@ -0,0 +1,21 @@ +# This package contains options shared by all MediaPipe Tasks for Web. + +load("//mediapipe/framework/port:build_config.bzl", "mediapipe_ts_library") + +package(default_visibility = ["//mediapipe/tasks:internal"]) + +mediapipe_ts_library( + name = "category", + srcs = ["category.d.ts"], +) + +mediapipe_ts_library( + name = "classifications", + srcs = ["classifications.d.ts"], + deps = [":category"], +) + +mediapipe_ts_library( + name = "landmark", + srcs = ["landmark.d.ts"], +) diff --git a/mediapipe/tasks/web/components/containers/category.d.ts b/mediapipe/tasks/web/components/containers/category.d.ts new file mode 100644 index 000000000..0da8a061f --- /dev/null +++ b/mediapipe/tasks/web/components/containers/category.d.ts @@ -0,0 +1,38 @@ +/** + * Copyright 2022 The MediaPipe Authors. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +/** A classification category. */ +export interface Category { + /** The probability score of this label category. */ + score: number; + + /** The index of the category in the corresponding label file. */ + index: number; + + /** + * The label of this category object. Defaults to an empty string if there is + * no category. + */ + categoryName: string; + + /** + * The display name of the label, which may be translated for different + * locales. For example, a label, "apple", may be translated into Spanish for + * display purpose, so that the `display_name` is "manzana". Defaults to an + * empty string if there is no display name. + */ + displayName: string; +} diff --git a/mediapipe/tasks/web/components/containers/classifications.d.ts b/mediapipe/tasks/web/components/containers/classifications.d.ts new file mode 100644 index 000000000..67a259bbe --- /dev/null +++ b/mediapipe/tasks/web/components/containers/classifications.d.ts @@ -0,0 +1,51 @@ +/** + * Copyright 2022 The MediaPipe Authors. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +import {Category} from '../../../../tasks/web/components/containers/category'; + +/** List of predicted categories with an optional timestamp. */ +export interface ClassificationEntry { + /** + * The array of predicted categories, usually sorted by descending scores, + * e.g., from high to low probability. + */ + categories: Category[]; + + /** + * The optional timestamp (in milliseconds) associated to the classification + * entry. This is useful for time series use cases, e.g., audio + * classification. + */ + timestampMs?: number; +} + +/** Classifications for a given classifier head. */ +export interface Classifications { + /** A list of classification entries. */ + entries: ClassificationEntry[]; + + /** + * The index of the classifier head these categories refer to. This is + * useful for multi-head models. + */ + headIndex: number; + + /** + * The name of the classifier head, which is the corresponding tensor + * metadata name. + */ + headName: string; +} diff --git a/mediapipe/tasks/web/components/containers/landmark.d.ts b/mediapipe/tasks/web/components/containers/landmark.d.ts new file mode 100644 index 000000000..9a1badbba --- /dev/null +++ b/mediapipe/tasks/web/components/containers/landmark.d.ts @@ -0,0 +1,35 @@ +/** + * Copyright 2022 The MediaPipe Authors. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +/** + * Landmark represents a point in 3D space with x, y, z coordinates. If + * normalized is true, the landmark coordinates is normalized respect to the + * dimension of image, and the coordinates values are in the range of [0,1]. + * Otherwise, it represenet a point in world coordinates. + */ +export class Landmark { + /** The x coordinates of the landmark. */ + x: number; + + /** The y coordinates of the landmark. */ + y: number; + + /** The z coordinates of the landmark. */ + z: number; + + /** Whether this landmark is normalized with respect to the image size. */ + normalized: boolean; +} diff --git a/mediapipe/tasks/web/components/processors/BUILD b/mediapipe/tasks/web/components/processors/BUILD new file mode 100644 index 000000000..e6b9adf20 --- /dev/null +++ b/mediapipe/tasks/web/components/processors/BUILD @@ -0,0 +1,33 @@ +# This package contains options shared by all MediaPipe Tasks for Web. + +load("//mediapipe/framework/port:build_config.bzl", "mediapipe_ts_library") + +package(default_visibility = ["//mediapipe/tasks:internal"]) + +mediapipe_ts_library( + name = "classifier_options", + srcs = ["classifier_options.ts"], + deps = [ + "//mediapipe/tasks/cc/components/processors/proto:classifier_options_jspb_proto", + "//mediapipe/tasks/web/core:classifier_options", + ], +) + +mediapipe_ts_library( + name = "classifier_result", + srcs = ["classifier_result.ts"], + deps = [ + "//mediapipe/tasks/cc/components/containers/proto:classifications_jspb_proto", + "//mediapipe/tasks/web/components/containers:classifications", + ], +) + +mediapipe_ts_library( + name = "base_options", + srcs = ["base_options.ts"], + deps = [ + "//mediapipe/tasks/cc/core/proto:base_options_jspb_proto", + "//mediapipe/tasks/cc/core/proto:external_file_jspb_proto", + "//mediapipe/tasks/web/core", + ], +) diff --git a/mediapipe/tasks/web/components/processors/base_options.ts b/mediapipe/tasks/web/components/processors/base_options.ts new file mode 100644 index 000000000..2f7d0db37 --- /dev/null +++ b/mediapipe/tasks/web/components/processors/base_options.ts @@ -0,0 +1,50 @@ +/** + * Copyright 2022 The MediaPipe Authors. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +import {BaseOptions as BaseOptionsProto} from '../../../../tasks/cc/core/proto/base_options_pb'; +import {ExternalFile} from '../../../../tasks/cc/core/proto/external_file_pb'; +import {BaseOptions} from '../../../../tasks/web/core/base_options'; + +// The OSS JS API does not support the builder pattern. +// tslint:disable:jspb-use-builder-pattern + +/** + * Converts a BaseOptions API object to its Protobuf representation. + * @throws If neither a model assset path or buffer is provided + */ +export async function convertBaseOptionsToProto(baseOptions: BaseOptions): + Promise { + if (baseOptions.modelAssetPath && baseOptions.modelAssetBuffer) { + throw new Error( + 'Cannot set both baseOptions.modelAssetPath and baseOptions.modelAssetBuffer'); + } + if (!baseOptions.modelAssetPath && !baseOptions.modelAssetBuffer) { + throw new Error( + 'Either baseOptions.modelAssetPath or baseOptions.modelAssetBuffer must be set'); + } + + let modelAssetBuffer = baseOptions.modelAssetBuffer; + if (!modelAssetBuffer) { + const response = await fetch(baseOptions.modelAssetPath!.toString()); + modelAssetBuffer = new Uint8Array(await response.arrayBuffer()); + } + + const proto = new BaseOptionsProto(); + const externalFile = new ExternalFile(); + externalFile.setFileContent(modelAssetBuffer); + proto.setModelAsset(externalFile); + return proto; +} diff --git a/mediapipe/tasks/web/components/processors/classifier_options.ts b/mediapipe/tasks/web/components/processors/classifier_options.ts new file mode 100644 index 000000000..8e01dd373 --- /dev/null +++ b/mediapipe/tasks/web/components/processors/classifier_options.ts @@ -0,0 +1,62 @@ +/** + * Copyright 2022 The MediaPipe Authors. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +import {ClassifierOptions as ClassifierOptionsProto} from '../../../../tasks/cc/components/processors/proto/classifier_options_pb'; +import {ClassifierOptions} from '../../../../tasks/web/core/classifier_options'; + +/** + * Converts a ClassifierOptions object to its Proto representation, optionally + * based on existing definition. + * @param options The options object to convert to a Proto. Only options that + * are expliclty provided are set. + * @param baseOptions A base object that options can be merged into. + */ +export function convertClassifierOptionsToProto( + options: ClassifierOptions, + baseOptions?: ClassifierOptionsProto): ClassifierOptionsProto { + const classifierOptions = + baseOptions ? baseOptions.clone() : new ClassifierOptionsProto(); + if (options.displayNamesLocale) { + classifierOptions.setDisplayNamesLocale(options.displayNamesLocale); + } else if (options.displayNamesLocale === undefined) { + classifierOptions.clearDisplayNamesLocale(); + } + + if (options.maxResults) { + classifierOptions.setMaxResults(options.maxResults); + } else if ('maxResults' in options) { // Check for undefined + classifierOptions.clearMaxResults(); + } + + if (options.scoreThreshold) { + classifierOptions.setScoreThreshold(options.scoreThreshold); + } else if ('scoreThreshold' in options) { // Check for undefined + classifierOptions.clearScoreThreshold(); + } + + if (options.categoryAllowlist) { + classifierOptions.setCategoryAllowlistList(options.categoryAllowlist); + } else if ('categoryAllowlist' in options) { // Check for undefined + classifierOptions.clearCategoryAllowlistList(); + } + + if (options.categoryDenylist) { + classifierOptions.setCategoryDenylistList(options.categoryDenylist); + } else if ('categoryDenylist' in options) { // Check for undefined + classifierOptions.clearCategoryDenylistList(); + } + return classifierOptions; +} diff --git a/mediapipe/tasks/web/components/processors/classifier_result.ts b/mediapipe/tasks/web/components/processors/classifier_result.ts new file mode 100644 index 000000000..ade967932 --- /dev/null +++ b/mediapipe/tasks/web/components/processors/classifier_result.ts @@ -0,0 +1,61 @@ +/** + * Copyright 2022 The MediaPipe Authors. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +import {ClassificationEntry as ClassificationEntryProto, ClassificationResult} from '../../../../tasks/cc/components/containers/proto/classifications_pb'; +import {ClassificationEntry, Classifications} from '../../../../tasks/web/components/containers/classifications'; + +const DEFAULT_INDEX = -1; +const DEFAULT_SCORE = 0.0; + +/** + * Converts a ClassificationEntry proto to the ClassificationEntry result + * type. + */ +function convertFromClassificationEntryProto(source: ClassificationEntryProto): + ClassificationEntry { + const categories = source.getCategoriesList().map(category => { + return { + index: category.getIndex() ?? DEFAULT_INDEX, + score: category.getScore() ?? DEFAULT_SCORE, + displayName: category.getDisplayName() ?? '', + categoryName: category.getCategoryName() ?? '', + }; + }); + + return { + categories, + timestampMs: source.getTimestampMs(), + }; +} + +/** + * Converts a ClassificationResult proto to a list of classifications. + */ +export function convertFromClassificationResultProto( + classificationResult: ClassificationResult) : Classifications[] { + const result: Classifications[] = []; + for (const classificationsProto of + classificationResult.getClassificationsList()) { + const classifications: Classifications = { + entries: classificationsProto.getEntriesList().map( + entry => convertFromClassificationEntryProto(entry)), + headIndex: classificationsProto.getHeadIndex() ?? DEFAULT_INDEX, + headName: classificationsProto.getHeadName() ?? '', + }; + result.push(classifications); + } + return result; +} diff --git a/mediapipe/tasks/web/core/BUILD b/mediapipe/tasks/web/core/BUILD new file mode 100644 index 000000000..a5547ad6e --- /dev/null +++ b/mediapipe/tasks/web/core/BUILD @@ -0,0 +1,21 @@ +# This package contains options shared by all MediaPipe Tasks for Web. + +load("//mediapipe/framework/port:build_config.bzl", "mediapipe_ts_library") + +package(default_visibility = ["//mediapipe/tasks:internal"]) + +mediapipe_ts_library( + name = "core", + srcs = [ + "base_options.d.ts", + "wasm_loader_options.d.ts", + ], +) + +mediapipe_ts_library( + name = "classifier_options", + srcs = [ + "classifier_options.d.ts", + ], + deps = [":core"], +) diff --git a/mediapipe/tasks/web/core/base_options.d.ts b/mediapipe/tasks/web/core/base_options.d.ts new file mode 100644 index 000000000..02a288a87 --- /dev/null +++ b/mediapipe/tasks/web/core/base_options.d.ts @@ -0,0 +1,31 @@ +/** + * Copyright 2022 The MediaPipe Authors. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// Placeholder for internal dependency on trusted resource url + +/** Options to configure MediaPipe Tasks in general. */ +export interface BaseOptions { + /** + * The model path to the model asset file. Only one of `modelAssetPath` or + * `modelAssetBuffer` can be set. + */ + modelAssetPath?: string; + /** + * A buffer containing the model aaset. Only one of `modelAssetPath` or + * `modelAssetBuffer` can be set. + */ + modelAssetBuffer?: Uint8Array; +} diff --git a/mediapipe/tasks/web/core/classifier_options.d.ts b/mediapipe/tasks/web/core/classifier_options.d.ts new file mode 100644 index 000000000..356643c55 --- /dev/null +++ b/mediapipe/tasks/web/core/classifier_options.d.ts @@ -0,0 +1,52 @@ +/** + * Copyright 2022 The MediaPipe Authors. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +import {BaseOptions} from '../../../tasks/web/core/base_options'; + +/** Options to configure the Mediapipe Classifier Task. */ +export interface ClassifierOptions { + /** Options to configure the loading of the model assets. */ + baseOptions?: BaseOptions; + + /** + * The locale to use for display names specified through the TFLite Model + * Metadata, if any. Defaults to English. + */ + displayNamesLocale?: string|undefined; + + /** The maximum number of top-scored detection results to return. */ + maxResults?: number|undefined; + + /** + * Overrides the value provided in the model metadata. Results below this + * value are rejected. + */ + scoreThreshold?: number|undefined; + + /** + * Allowlist of category names. If non-empty, detection results whose category + * name is not in this set will be filtered out. Duplicate or unknown category + * names are ignored. Mutually exclusive with `categoryDenylist`. + */ + categoryAllowlist?: string[]|undefined; + + /** + * Denylist of category names. If non-empty, detection results whose category + * name is in this set will be filtered out. Duplicate or unknown category + * names are ignored. Mutually exclusive with `categoryAllowlist`. + */ + categoryDenylist?: string[]|undefined; +} diff --git a/mediapipe/tasks/web/core/wasm_loader_options.d.ts b/mediapipe/tasks/web/core/wasm_loader_options.d.ts new file mode 100644 index 000000000..1925aaf06 --- /dev/null +++ b/mediapipe/tasks/web/core/wasm_loader_options.d.ts @@ -0,0 +1,25 @@ +/** + * Copyright 2022 The MediaPipe Authors. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// Placeholder for internal dependency on trusted resource url + +/** An object containing the locations of all Wasm assets */ +export interface WasmLoaderOptions { + /** The path to the Wasm loader script. */ + wasmLoaderPath: string; + /** The path to the Wasm binary. */ + wasmBinaryPath: string; +} diff --git a/package.json b/package.json new file mode 100644 index 000000000..f8478a159 --- /dev/null +++ b/package.json @@ -0,0 +1,15 @@ +{ + "name": "medipipe-dev", + "version": "0.0.0-alphga", + "description": "MediaPipe GitHub repo", + "devDependencies": { + "@bazel/typescript": "^5.7.1", + "@types/google-protobuf": "^3.15.6", + "@types/offscreencanvas": "^2019.7.0", + "google-protobuf": "^3.21.2", + "protobufjs": "^7.1.2", + "protobufjs-cli": "^1.0.2", + "ts-protoc-gen": "^0.15.0", + "typescript": "^4.8.4" + } +} diff --git a/tsconfig.json b/tsconfig.json new file mode 100644 index 000000000..c17b1902e --- /dev/null +++ b/tsconfig.json @@ -0,0 +1,47 @@ +{ + "compilerOptions": { + "target": "es2017", + "module": "commonjs", + "lib": ["ES2017", "dom"], + "declaration": true, + "moduleResolution": "node", + "esModuleInterop": true, + "noImplicitAny": true, + "inlineSourceMap": true, + "inlineSources": true, + "strict": true, + "types": ["@types/offscreencanvas"], + "rootDirs": [ + ".", + "./bazel-out/host/bin", + "./bazel-out/darwin-dbg/bin", + "./bazel-out/darwin-fastbuild/bin", + "./bazel-out/darwin-opt/bin", + "./bazel-out/darwin_arm64-dbg/bin", + "./bazel-out/darwin_arm64-fastbuild/bin", + "./bazel-out/darwin_arm64-opt/bin", + "./bazel-out/k8-dbg/bin", + "./bazel-out/k8-fastbuild/bin", + "./bazel-out/k8-opt/bin", + "./bazel-out/x64_windows-dbg/bin", + "./bazel-out/x64_windows-fastbuild/bin", + "./bazel-out/x64_windows-opt/bin", + "./bazel-out/darwin-dbg/bin", + "./bazel-out/darwin-fastbuild/bin", + "./bazel-out/darwin-opt/bin", + "./bazel-out/k8-dbg/bin", + "./bazel-out/k8-fastbuild/bin", + "./bazel-out/k8-opt/bin", + "./bazel-out/x64_windows-dbg/bin", + "./bazel-out/x64_windows-fastbuild/bin", + "./bazel-out/x64_windows-opt/bin", + "./bazel-out/k8-fastbuild-ST-4a519fd6d3e4/bin" + ] + }, + "exclude": [ + "./_bazel_bin", + "./_bazel_buildbot", + "./_bazel_out", + "./_bazel_testlogs" + ] +} diff --git a/yarn.lock b/yarn.lock new file mode 100644 index 000000000..e6398fb1f --- /dev/null +++ b/yarn.lock @@ -0,0 +1,626 @@ +# THIS IS AN AUTOGENERATED FILE. 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