René's URL Explorer Experiment


Title: GitHub - DataLoaderX/dataset: The Open Images dataset

Open Graph Title: GitHub - DataLoaderX/dataset: The Open Images dataset

X Title: GitHub - DataLoaderX/dataset: The Open Images dataset

Description: The Open Images dataset. Contribute to DataLoaderX/dataset development by creating an account on GitHub.

Open Graph Description: The Open Images dataset. Contribute to DataLoaderX/dataset development by creating an account on GitHub.

X Description: The Open Images dataset. Contribute to DataLoaderX/dataset development by creating an account on GitHub.

Opengraph URL: https://github.com/DataLoaderX/dataset

X: @github

direct link

Domain: github.com

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og:image:altThe Open Images dataset. Contribute to DataLoaderX/dataset development by creating an account on GitHub.
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.gitignorehttps://github.com/DataLoaderX/dataset/blob/master/.gitignore
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AUTHORShttps://github.com/DataLoaderX/dataset/blob/master/AUTHORS
AUTHORShttps://github.com/DataLoaderX/dataset/blob/master/AUTHORS
CHANGELIST-V1-TO-V2.mdhttps://github.com/DataLoaderX/dataset/blob/master/CHANGELIST-V1-TO-V2.md
CHANGELIST-V1-TO-V2.mdhttps://github.com/DataLoaderX/dataset/blob/master/CHANGELIST-V1-TO-V2.md
CONTRIBUTING.mdhttps://github.com/DataLoaderX/dataset/blob/master/CONTRIBUTING.md
CONTRIBUTING.mdhttps://github.com/DataLoaderX/dataset/blob/master/CONTRIBUTING.md
CONTRIBUTORShttps://github.com/DataLoaderX/dataset/blob/master/CONTRIBUTORS
CONTRIBUTORShttps://github.com/DataLoaderX/dataset/blob/master/CONTRIBUTORS
LICENSEhttps://github.com/DataLoaderX/dataset/blob/master/LICENSE
LICENSEhttps://github.com/DataLoaderX/dataset/blob/master/LICENSE
README.mdhttps://github.com/DataLoaderX/dataset/blob/master/README.md
README.mdhttps://github.com/DataLoaderX/dataset/blob/master/README.md
READMEV1.mdhttps://github.com/DataLoaderX/dataset/blob/master/READMEV1.md
READMEV1.mdhttps://github.com/DataLoaderX/dataset/blob/master/READMEV1.md
READMEV2.mdhttps://github.com/DataLoaderX/dataset/blob/master/READMEV2.md
READMEV2.mdhttps://github.com/DataLoaderX/dataset/blob/master/READMEV2.md
bbox_labels_vis.htmlhttps://github.com/DataLoaderX/dataset/blob/master/bbox_labels_vis.html
bbox_labels_vis.htmlhttps://github.com/DataLoaderX/dataset/blob/master/bbox_labels_vis.html
dict.csvhttps://github.com/DataLoaderX/dataset/blob/master/dict.csv
dict.csvhttps://github.com/DataLoaderX/dataset/blob/master/dict.csv
READMEhttps://github.com/DataLoaderX/dataset
Contributinghttps://github.com/DataLoaderX/dataset
Apache-2.0 licensehttps://github.com/DataLoaderX/dataset
https://github.com/DataLoaderX/dataset#open-images-dataset-v3
CC BY 4.0https://creativecommons.org/licenses/by/4.0/
Apache 2https://github.com/DataLoaderX/dataset/blob/master/LICENSE
CC BY 2.0https://creativecommons.org/licenses/by/2.0/
http://www.cvdfoundation.org/datasets/open-images-dataset/vis
FAMILY MAKING A SNOWMANhttps://www.flickr.com/photos/mwvchamber/5433788065
mwvchamberhttps://www.flickr.com/photos/mwvchamber/
STANZA STUDENTI.S.S. ANNUNZIATAhttps://www.flickr.com/photos/ersupalermo/5759830290
ersupalermohttps://www.flickr.com/photos/ersupalermo/
CC BY 2.0https://creativecommons.org/licenses/by/2.0/
herehttp://www.cvdfoundation.org/datasets/open-images-dataset/vis
herehttp://www.cvdfoundation.org/datasets/open-images-dataset/vis?set=train
CVDFhttp://www.cvdfoundation.org
https://github.com/DataLoaderX/dataset#announcements
Model checkpointhttps://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md
evaluation protocolhttps://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/evaluation_protocols.md
inference and evaluation toolshttps://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/oid_inference_and_evaluation.md
Tensorflow Object Detection APIhttps://github.com/tensorflow/models/tree/master/research/object_detection
downloadedhttps://github.com/cvdfoundation/open-images-dataset
Model checkpointhttps://storage.googleapis.com/openimages/2017_07/oidv2-resnet_v1_101.ckpt.tar.gz
Checkpoint readmehttps://storage.googleapis.com/openimages/2017_07/oidv2-resnet_v1_101.readme.txt
Inference codehttps://github.com/DataLoaderX/dataset/blob/master/tools/classify_oidv2.py
Changelisthttps://github.com/DataLoaderX/dataset/blob/master/CHANGELIST-V1-TO-V2.md
V2 data visualizerhttp://www.cvdfoundation.org/datasets/open-images-dataset/vis
CVDFhttp://www.cvdfoundation.org
https://github.com/DataLoaderX/dataset#download-the-data
Imageshttps://github.com/cvdfoundation/open-images-dataset
Image URLs and metadatahttps://storage.googleapis.com/openimages/2017_11/images_2017_11.tar.gz
Bounding box annotations (train, validation, and test sets)https://storage.googleapis.com/openimages/2017_11/annotations_human_bbox_2017_11.tar.gz
Human-verified image-level annotations (train, validation, and test sets)https://storage.googleapis.com/openimages/2017_11/annotations_human_2017_11.tar.gz
Machine-generated image-level annotations (train, validation, and test sets)https://storage.googleapis.com/openimages/2017_11/annotations_machine_2017_11.tar.gz
Classes and class descriptionshttps://storage.googleapis.com/openimages/2017_11/classes_2017_11.tar.gz
import the annotations into PostgreSQLhttps://github.com/openimages/dataset/wiki/Importing-into-PostgreSQL
https://github.com/DataLoaderX/dataset#data-organization
datasethttps://github.com/DataLoaderX/dataset#download-the-data
https://github.com/DataLoaderX/dataset#image-level-labels
Google Cloud Vision APIhttps://cloud.google.com/vision/
Crowdsource apphttp://play.google.com/store/apps/details?id=com.google.android.apps.village.boond
g.co/imagelabelerhttp://g.co/imagelabeler
classes with image-level labelshttps://storage.googleapis.com/openimages/2017_11/classes.txt
5000 classes are considered trainablehttps://storage.googleapis.com/openimages/2017_11/classes-trainable.txt
Freebasehttps://en.wikipedia.org/wiki/Freebase
Google Knowledge Graph APIhttps://developers.google.com/knowledge-graph/
class-descriptions.csvhttps://storage.googleapis.com/openimages/2017_11/class-descriptions.csv
https://github.com/DataLoaderX/dataset#bounding-boxes
semantic hierarchyhttps://storage.googleapis.com/openimages/2017_07/bbox_labels_vis/bbox_labels_vis.html
"Extreme clicking for efficient object annotation", Papadopolous et al., ICCV 2017https://arxiv.org/abs/1708.02750
"We don't need no bounding-boxes: Training object class detectors using only human verification", Papadopolous et al., CVPR 2016https://arxiv.org/abs/1602.08405
600 distinct classes with a bounding boxhttps://storage.googleapis.com/openimages/2017_11/classes-bbox.txt
545 classes are considered trainablehttps://storage.googleapis.com/openimages/2017_11/classes-bbox-trainable.txt
https://github.com/DataLoaderX/dataset#data-formats
https://github.com/DataLoaderX/dataset#imagescsv
herehttps://cloud.google.com/storage/transfer/create-url-list#md5
https://github.com/DataLoaderX/dataset#annotations-machinecsv
Google Cloud Vision APIhttps://cloud.google.com/vision/
https://github.com/DataLoaderX/dataset#annotations-humancsv
https://github.com/DataLoaderX/dataset#annotations-human-bboxcsv
https://github.com/DataLoaderX/dataset#class-descriptionscsv
https://github.com/DataLoaderX/dataset#classestxt
https://github.com/DataLoaderX/dataset#classes-trainabletxt
https://github.com/DataLoaderX/dataset#classes-bboxtxt
https://github.com/DataLoaderX/dataset#classes-bbox-trainabletxt
https://github.com/DataLoaderX/dataset#statistics-and-data-analysis
https://github.com/DataLoaderX/dataset#browse-the-data
herehttp://www.cvdfoundation.org/datasets/open-images-dataset/vis
CVDFhttp://www.cvdfoundation.org
herehttps://storage.googleapis.com/openimages/2017_07/bbox_labels_vis/bbox_labels_vis.html
https://storage.googleapis.com/openimages/2017_07/bbox_labels_vis/bbox_labels_vis.html
https://github.com/DataLoaderX/dataset#label-distribution
https://github.com/DataLoaderX/dataset/blob/master/assets/v3-human-label-frequencies-train.png
https://github.com/DataLoaderX/dataset/blob/master/assets/v3-human-label-frequencies-validation.png
https://github.com/DataLoaderX/dataset/blob/master/assets/v3-human-label-frequencies-test.png
https://github.com/DataLoaderX/dataset/blob/master/assets/v3-human-bbox-frequencies-train.png
https://github.com/DataLoaderX/dataset/blob/master/assets/v3-human-bbox-frequencies-validation.png
https://github.com/DataLoaderX/dataset/blob/master/assets/v3-human-bbox-frequencies-test.png
https://github.com/DataLoaderX/dataset#trained-models
Model checkpointhttps://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md
evaluation protocolhttps://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/evaluation_protocols.md
inference and evaluation toolshttps://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/oid_inference_and_evaluation.md
Tensorflow Object Detection APIhttps://github.com/tensorflow/models/tree/master/research/object_detection
Model checkpointhttps://storage.googleapis.com/openimages/2017_07/oidv2-resnet_v1_101.ckpt.tar.gz
Checkpoint readmehttps://storage.googleapis.com/openimages/2017_07/oidv2-resnet_v1_101.readme.txt
Inference codehttps://github.com/DataLoaderX/dataset/blob/master/tools/classify_oidv2.py
https://github.com/DataLoaderX/dataset#community-contributions
Algorithmiahttps://algorithmia.com/
in-depth object detection tutorialhttps://blog.algorithmia.com/deep-dive-into-object-detection-with-open-images-using-tensorflow/
Open Images dataset downloaderhttps://github.com/dnuffer/open_images_downloader
https://github.com/DataLoaderX/dataset#citations
https://github.com/openimageshttps://github.com/openimages
Readme https://github.com/DataLoaderX/dataset#readme-ov-file
Apache-2.0 license https://github.com/DataLoaderX/dataset#Apache-2.0-1-ov-file
Contributing https://github.com/DataLoaderX/dataset#contributing-ov-file
Please reload this pagehttps://github.com/DataLoaderX/dataset
Activityhttps://github.com/DataLoaderX/dataset/activity
Custom propertieshttps://github.com/DataLoaderX/dataset/custom-properties
0 starshttps://github.com/DataLoaderX/dataset/stargazers
1 watchinghttps://github.com/DataLoaderX/dataset/watchers
0 forkshttps://github.com/DataLoaderX/dataset/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FDataLoaderX%2Fdataset&report=DataLoaderX+%28user%29
Releaseshttps://github.com/DataLoaderX/dataset/releases
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