diff --git a/README.dataset.txt b/README.dataset.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd1a943099809af845076dd2f9160a75f8e86594 --- /dev/null +++ b/README.dataset.txt @@ -0,0 +1,6 @@ +# brain-structure > 2024-01-17 9:40am +https://universe.roboflow.com/theodoreng/brain-structure + +Provided by a Roboflow user +License: CC BY 4.0 + diff --git a/README.roboflow.txt b/README.roboflow.txt new file mode 100644 index 0000000000000000000000000000000000000000..f12b00d698d587e72fbbebd85457ce4c54c08c66 --- /dev/null +++ b/README.roboflow.txt @@ -0,0 +1,30 @@ + +brain-structure - v1 2024-01-17 9:40am +============================== + +This dataset was exported via roboflow.com on January 17, 2024 at 2:41 AM GMT + +Roboflow is an end-to-end computer vision platform that helps you +* collaborate with your team on computer vision projects +* collect & organize images +* understand and search unstructured image data +* annotate, and create datasets +* export, train, and deploy computer vision models +* use active learning to improve your dataset over time + +For state of the art Computer Vision training notebooks you can use with this dataset, +visit https://github.com/roboflow/notebooks + +To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com + +The dataset includes 60 images. +Internal-capsule are annotated in COCO format. + +The following pre-processing was applied to each image: +* Auto-orientation of pixel data (with EXIF-orientation stripping) +* Resize to 640x640 (Stretch) + +The following augmentation was applied to create 3 versions of each source image: +* 50% probability of vertical flip + + diff --git a/data.ipynb b/data.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..eca892fcf41df74d8fd901c0033a92ac19d2430b --- /dev/null +++ b/data.ipynb @@ -0,0 +1,77 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# !pip install roboflow" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "loading Roboflow workspace...\n", + "loading Roboflow project...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Downloading Dataset Version Zip in brain-structure-1 to coco:: 100%|██████████| 2391/2391 [00:01<00:00, 1674.50it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n", + "Extracting Dataset Version Zip to brain-structure-1 in coco:: 100%|██████████| 68/68 [00:00<00:00, 1663.74it/s]\n" + ] + } + ], + "source": [ + "from roboflow import Roboflow\n", + "rf = Roboflow(api_key=\"euJczUo84fQhKAd0Hp3X\")\n", + "project = rf.workspace(\"theodoreng\").project(\"brain-structure\")\n", + "dataset = project.version(1).download(\"coco\")" + ] + } + ], + "metadata": { + 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