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However, in accepting such obligations, You may act only +on Your own behalf and on Your sole responsibility, not on behalf +of any other Contributor, and only if You agree to indemnify, +defend, and hold each Contributor harmless for any liability +incurred by, or claims asserted against, such Contributor by reason +of your accepting any such warranty or additional liability. + +END OF TERMS AND CONDITIONS + +APPENDIX: How to apply the Apache License to your work. + +To apply the Apache License to your work, attach the following +boilerplate notice, with the fields enclosed by brackets "[]" +replaced with your own identifying information. (Don't include +the brackets!) The text should be enclosed in the appropriate +comment syntax for the file format. We also recommend that a +file or class name and description of purpose be included on the +same "printed page" as the copyright notice for easier +identification within third-party archives. + +Copyright 2020, Roboflow + +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. diff --git a/README.md b/README.md new file mode 100644 index 00000000..85c6b2a6 --- /dev/null +++ b/README.md @@ -0,0 +1,62 @@ +# Roboflow Python Library + +This is a helper library to load your [Roboflow](https://roboflow.ai) datasets +into your python scripts and Jupyter notebooks. + +## Requirements + +This package requires python >=3.6 and a (free) +[Roboflow](https://roboflow.ai) account. + +## Installing + +#### With PIP +```sh +pip install roboflow +``` + +#### With Anaconda +```sh +conda install roboflow +``` + +## Setup + +The `roboflow` package works in conjunction with your +[Roboflow](https://roboflow.ai) account. + +Simply select "Show Download Code" when exporting a dataset and you will +receive a link that includes your API key. You can use the `roboflow` +package to manage downloading the dataset in various formats. + +```python +import roboflow +roboflow.load("http://app.roboflow.ai/ds/####?key=####", "tfrecord") +# dataset is now downloaded and unzipped in your current directory +``` + +By default the folder is named +``` +${dataset-name}.${version-number}-${version-name}.${format} +``` +(For example, `Chess Sample.v1-small-gray.coco`). + +The file hierarchy is three folders containing the `train`, `valid`, and `test` +data you selected in the Roboflow upload flow (and the format you specified +in `roboflow.load` above). There is also a `README.roboflow.txt` describing the preprocessing and augmentation steps and, optionally, a `README.dataset.txt` +provided by the person who shared the dataset. + +![Example file layout](img/file-layout.png) + +## Benefits + +This package currently provides two main benefits over downloading and loading +your datasets manually. + +1. If you have previously loaded your dataset, it will automatically use the local copy rather than re-downloading. +2. You can dynamically choose the export format at runtime rather than export-time. + +## Roadmap + +We plan to include more features in the future to allow you (for example, +to let you easily do inference on your trained models). diff --git a/img/file-layout.png b/img/file-layout.png new file mode 100644 index 00000000..f743eb64 Binary files /dev/null and b/img/file-layout.png differ diff --git a/roboflow/__init__.py b/roboflow/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/setup.py b/setup.py new file mode 100644 index 00000000..e69de29b