For our inaugural competition, we're working with Save All The Pets, a philanthropic organization in the US with the endgame of moving shelter animals to shelters where they'll be more likely to be adopted.
We know that certain dog breeds are more likely to be adopted versus killed in different animal shelters, and those dogs can be moved to other shelters. However, not all shelter dog breeds are known, so they can't as easily be saved.
The goal of this challenge is to predict a dog's breed given an image of it - you can also use optional features like color, sex, age, and size. You will be given a clean CSV of around 83,000 dog images with breed labels, and some other columns.
After you've trained your model, you'll test it on the images of dogs with unknown breeds, and upload your answers as a CSV.
Let's save some dogs!
The first prize winner receives a cash prize of $150 USD!
The second prize winner receives a cash prize of $75 USD!
The third prize winner receives a cash prize of $50 USD!
Aug. 15, 2019 Competition Start
Sept. 22, 2019 Competition Finish
Sept. 25, 2019 Competition results announcement
pet_id: Corresponds to an individual canine, where pet_id acts as the primary identifier. Along with this data, other labels such as breed, color, sex, age, etc are contained within the file: Dog_Breed_trainingdata.csv
This ID links to a specific .jpg, with the same ID as the title, and provides an image of the animal it refers to. Example: pet_id 100100 corresponds to 100100.jpg
breed_id: Corresponds to a specific breed. Example: breed_id 1 corresponds to breed Affenpinscher. These details can be found in the file: Dog_Breed_id_mapping.csv
All submissions must be made in .csv format, and submissions in other formats will not be accepted.
Please ensure your syntax and formatting is correct, as this will affect how our judging algorithm is able to process your submission. Examples are extra lines, rows, columns, etc.
Final submission will have each line containing the: breed_id sorted by pet_id. For example, the first being pet_id = 370923 with the breed_id = 89, the second being pet_id 555110 with breed_id 24, and so on. The file you upload will look something like this:
Who do I contact if I need help regarding a competition?
For any enquiries, please contact us at firstname.lastname@example.org
How will I know if I’ve won?
bitgrit will let you know your results when we make an announcement following the end of the competition.
How can I report a bug?
Please shoot us an email at email@example.com with details and a description of the bug you are facing, and if possible, please attach a screenshot of the bug itself.
If I win, how can prizes be delivered to me?
Prizes can be delivered via PayPal, wire transfer, or another suitable method. We understand that everyone prefers different payment methods, and we will endeavour to accommodate your needs as best as possible, depending on your location and our ability to do so.
During your participation in this competition, we ask that you abide by the Non-Disclosure Agreement, which acceptance of is a mandatory step in participating in this competition.
Where a winning result is matching with another users in accuracy, the earliest submission will be judged as the winner, with submission time taking precedence in a linear fashion. Example: 97.7% submission at 10:01 UTC winning over 97.7% submission at 10:07 UTC.
Please do not contact Save All The Pets directly in regards to this competition, and if you have any queries regarding this competition, please contact us at: firstname.lastname@example.org
Thanks for your submission!
We’ll send updates to your email. You can check your email and preferences here.
Non-Disclosure Agreement (NDA) An agreement to not reveal the information shared regarding this competition to others.
This Non-Disclosure Agreement (“Agreement”) is hereby entered into on 5th July 2020 (“Effective Date”) between you (“Participant”), as a participant in the Dog Breed Prediction Competition (the “Competition”) hosted at competition.bitgrit.net (the “Competition Site”), and bitgrit Inc. (“Bitgrit”).
This Agreement aims to protect information disclosed by Bitgrit to Participant (the “Purpose”).
(1) Confidential Information shall mean any and all information disclosed by Bitgrit to the Participant with regard to the entry and participation in the Competition, including
(i) metadata, source code, object code, firmware etc. and, in addition to these,
(ii) analytes, compilations or any other deliverable produced by the Participant in which such disclosed information is utilized or reflected.
(2) Confidential Information shall not include information which;
(a) is now or hereafter becomes, through no act or omission on the Participant, generally known or available to the public, or, in the present or into the future, enters the public domain through no act or omission by the Participant;
(b) is acquired by the Participant before receiving such information from Bitgrit and such acquisition was without restriction as to the use or disclosure of the same;
(c) is hereafter rightfully furnished to the participant by a third party, without restriction as to use or disclosure of the same.
The Participant agrees:
(a) to hold Confidential Information in strict confidence;
(b) to exercise at least the same care in protecting Confidential Information from disclosure as the party uses with regard to its own confidential information;
(c) not use any Confidential Information except for as it concerns the Purpose elaborated upon above;
(d) not disclose such Confidential Information to third parties;
(e) to inform Bitgrit if it becomes aware of an unauthorized disclosure of Confidential Information.
All Confidential Information is provided “as is.” None of the Confidential Information shall contain any representation, warranty, assurance, or integrity by Bitgrit to the Participant of any kind.
No Granting of Rights
The Participant agrees that nothing contained in this Agreement shall be construed as conferring, transferring or granting any rights to the Participant, by license or otherwise, to use any of the Confidential Information.
Participant shall not assign, transfer or otherwise dispose of this Agreement or any of its rights, interest or obligations hereunder without the prior written consent of Bitgrit.
In the event of a breach or the possibility of breach of this Agreement by the Participant, in addition to any remedies otherwise available, Bitgrit shall be entitled to seek injunctive relief or equitable relief, as well as monetary damages.
Return/Destruction of the Confidential Information
(1) On the request of Bitgrit, the Participant shall promptly, in a manner specified by Bitgrit, return or destroy the Confidential Information along with any copies of said information.
(2) Bitgrit may request the Participant to submit documentation to confirm the destruction of said Confidential Information to Bitgrit in the event that Bitgrit requests the Participant to destroy this Confidential Information, pursuant to the provision of the preceding paragraph.
The obligations with respect to the Confidential Information under this Agreement shall survive for a period of three (3) years after the effective date.Provided however, if the Confidential Information could be considered to fall under the category of “Trade Secret”
of Bitgrit or any related third parties, this Agreement is to remain effective relative to that information for as far as the said information is regarded as Trade Secret under applicable laws and regulations. If the Confidential Information contains personal
information, this terms of this Agreement shall remain effective on that information permanently.
This Agreement shall be governed by and construed and interpreted under the laws of
Japan without reference to its principles governing conflicts of laws.