View allAll Photos Tagged JSON,
Prepared by Benoit Desvignes
wandb.ai/benoitdesvignes/coral-detection?workspace=user-
# Server set-up
The server used to train the model was the v100 provided by Clear Bot.
Yolov5 requires python3.8. Given that we do not have super user right on the machine compilation and installation of python3.8 and its dependencies was done from source.
## Dependencies
Dependencies installed:
- ibncurses5-dev
- libgdbm-dev
- libssl-dev (installed on ~)
- libreadline-dev
- libffi-dev
- Python3.8
All these dependencies were installed in /home/makerbat/.local expect for openssl1.1.1 which was installed on /home/makerbay.
Python3.8 was installed from source and the installer script was modify to point to the local version of openssl.
## Dataset preparation
In order to prepare the data set for training I have created a small tool:
[quentingls/v7yolo](github.com/quentingls/v7yolo)
The tool can be pip installed from git:
```bash
pip install git+[github.com/quentingls/v7yolo](github.com/quentingls/v7yolo)
```
This tool allow users to:
- Download images from v7 generated .json
- Convert v7 json annotation to yolo annotation including polygon transform to bounding box
- Split the data into a train and validation set
- Create the yolo training yaml configuration file
## Training
Training data is organised under the /home/makerbay/training.
The first training was done with the data saved under the 20210221 folder with the following configurations:
- batch = 16
- epochs = 300
- weights = yolov5l (large mode see: [github.com/ultralytics/yolov5/wiki/Train-Custom-Data#4-se...](github.com/ultralytics/yolov5/wiki/Train-Custom-Data#4-se...))
- test/valid = 0.7/0.3
## Results
### Validation Set Snapshot

### Confusion Matrix

### Results

### Collaboration tips
For better collaboration during the model development, all the experiment results will be stored on "weigths and biases" plateform ([wandb.ai/site](wandb.ai/site)) in the project called "coral_detector"

On the webpage, you can easily see all the different experiments run by different person with all the different associated information (results, processing time, parameters used etc)
To get access to the project page you need to create an account and then access it through [wandb.ai/benoitdesvignes/coral-detection/](wandb.ai/benoitdesvignes/coral-detection/)
Here is a report example where we compare two different model architecture [wandb.ai/benoitdesvignes/coral-detection/reports/Report-e...](wandb.ai/benoitdesvignes/coral-detection/reports/Report-e...)
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Photograph from Mobile Developer Summit 2012 held in Bangalore, India, 9-10 October 2012, produced by Saltmarch Media. Photograph ©Copyright Saltmarch Media. Non-commercial use permitted with attribution and linkback to this page on Saltmarch's Flickr photostream. All other rights reserved.
Interested in learning about the RedHat's open source Java EE 7 compliant application server, WildFly 8? It contains robust implementations of WebSocket, Batch, JSON, Concurrency, JMS2, JAX-RS 2, CDI 1.1, and all Java EE 7 technologies. Learn about all its feature in this talked delivered by Arun Gupta, director of RedHat.
See the Skillscast (film/code/slides) at skillsmatter.com/skillscasts/5163-what-s-new-in-wildfly-8...
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Developer/Author at Mozilla
Conventional APIs with JSON APIs
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Title: "A Journey through Albania and other provinces of Turkey in Europe and Asia, to Constantinople, during the years 1809 and 1810"
Author: HOBHOUSE, John Cam - Baron Broughton
Shelfmark: "British Library HMNTS 985.f.11.", "British Library HMNTS 150.g.1.", "British Library HMNTS G.2865."
Page: 606
Place of Publishing: London
Date of Publishing: 1813
Publisher: J. Cawthorn
Issuance: monographic
Identifier: 001697699
Explore:
Find this item in the British Library catalogue, 'Explore'.
Open the page in the British Library's itemViewer (page image 606)
Download the PDF for this book Image found on book scan 606 (NB not a pagenumber)Download the OCR-derived text for this volume: (plain text) or (json)
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ame *Email Address *Email Format htmltextmobile// 40) return; mce_preload_checks++; try { var jqueryLoaded=jQuery; } catch(err) { setTimeout('mce_preload_check();', 250); return; } try { var validatorLoaded=jQuery("#fake-form").validate({}); } catch(err) { setTimeout('mce_preload_check();', 250); return; } mce_init_form();}function mce_init_form(){ jQuery(document).ready( function($) { var options = { errorClass: 'mce_inline_error', errorElement: 'div', onkeyup: function(){}, onfocusout:function(){}, onblur:function(){} }; var mce_validator = $("#mc-embedded-subscribe-form").validate(options); $("#mc-embedded-subscribe-form").unbind('submit');//remove the validator so we can get into beforeSubmit on the ajaxform, which then calls the validator options = { url: 'http://all-builders.us5.list-manage.com/subscribe/post-json?u=808b21162f054e38cf8cd9775&id=7e0f6264c6&c=?', type: 'GET', dat
aType: 'json', contentType: "application/json; charset=utf-8", beforeSubmit: function(){ $('#mce_tmp_error_msg').remove(); $('.datefield','#mc_embed_signup').each( function(){ var txt = 'filled'; var fields = new Array(); var i = 0; $(':text', this).each( function(){ fields[i] = this; i++; }); $(':hidden', this).each( function(){ var bday = false; if (fields.length == 2){ bday = true; fields[
2] = {'value':1970};//trick birthdays into having years } if ( fields[0].value=='MM' && fields[1].value=='DD' && (fields[2].value=='YYYY' || (bday && fields[2].value==1970) ) ){ this.value = ''; } else if ( fields[0].value=='' && fields[1].value=='' && (fields[2].value=='' || (bday && fields[2].value==1970) ) ){ this.value = ''; } else { if (/\[day\]/.test(fields[0].name)){ this.value = fields[1].value+'/'+fields[0].value+'/'+fields[2].value; } else { this.value = fields[0].value+'/'+fields[1].value+'/'+fields[2].value; } } }); });
return mce_validator.form(); }, success: mce_success_cb }; $('#mc-embedded-subscribe-form').ajaxForm(options); });}function mce_success_cb(resp){ $('#mce-success-response').hide(); $('#mce-error-response').hide(); if (resp.result=="success"){ $('#mce-'+resp.result+'-response').show(); $('#mce-'+resp.result+'-response').html(resp.msg); $('#mc-embedded-subscribe-form').each(function(){ this.reset(); }); } else { var index = -1; var msg; try { var parts = resp.msg.split(' - ',2); if (parts[1]==undefined){ msg = resp.msg; } else { i = parseInt(parts[0]); if (i.toString() == parts[0]){ index = parts[0]; msg = parts[1]; } else { index = -1; msg = resp.msg;
View this map on the BL Georeferencer service.
Image taken from:
Title: "La Turquie d'Asie. Géographie administrative, statistique, descriptive et raisonnée de chaque province de l'Asie-Mineure. [With maps.]"
Author: CUINET, Vital.
Shelfmark: "British Library HMNTS 10077.k.18."
Volume: 02
Page: 339
Place of Publishing: Paris
Date of Publishing: 1890
Issuance: monographic
Identifier: 000833224
Explore:
Find this item in the British Library catalogue, 'Explore'.
Download the PDF for this book (volume: 02) Image found on book scan 339 (NB not necessarily a page number)
Download the OCR-derived text for this volume: (plain text) or (json)
Click here to see all the illustrations in this book and click here to browse other illustrations published in books in the same year.
View this map on the BL Georeferencer service.
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Title: "Le Pamir. Étude de géographie physique et historique sur l'Asie Centrale"
Author: PAQUIER, Jean Baptiste.
Shelfmark: "British Library HMNTS 10077.g.17."
Page: 42
Place of Publishing: Paris
Date of Publishing: 1876
Issuance: monographic
Identifier: 002764485
Explore:
Find this item in the British Library catalogue, 'Explore'.
Download the PDF for this book (volume: 0) Image found on book scan 42 (NB not necessarily a page number)
Download the OCR-derived text for this volume: (plain text) or (json)
Click here to see all the illustrations in this book and click here to browse other illustrations published in books in the same year.
View this map on the BL Georeferencer service.
Image taken from:
Title: "England and Wales Delineated, etc"
Author: DUGDALE, Thomas.
Shelfmark: "British Library HMNTS 010368.p.21."
Volume: 03
Page: 82
Place of Publishing: London & Glasgow
Date of Publishing: 1850
Publisher: J. & F. Tallis
Issuance: monographic
Identifier: 000998988
Explore:
Find this item in the British Library catalogue, 'Explore'.
Download the PDF for this book (volume: 03) Image found on book scan 82 (NB not necessarily a page number)
Download the OCR-derived text for this volume: (plain text) or (json)
Click here to see all the illustrations in this book and click here to browse other illustrations published in books in the same year.
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Image taken from:
Title: "“1812.” Napoleon I. in Russia ... With an introduction by R. Whiteing. Illustrated from sketches and paintings by the author"
Author: VERESHCHAGIN, Vasily Vasil'evich.
Contributor: WHITEING, Richard.
Shelfmark: "British Library HMNTS 09078.aa.26."
Page: 95
Place of Publishing: London
Date of Publishing: 1899
Publisher: W. Heinemann
Issuance: monographic
Identifier: 003775882
Explore:
Find this item in the British Library catalogue, 'Explore'.
Download the PDF for this book (volume: 0) Image found on book scan 95 (NB not necessarily a page number)
Download the OCR-derived text for this volume: (plain text) or (json)
Click here to see all the illustrations in this book and click here to browse other illustrations published in books in the same year.
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Title: "Life in Asiatic Turkey. A journal of travel in Cilicia-Pedias and Trachœa-Isauria, and parts of Lycaonia and Cappadocia ... Map and illustrations, from original drawings by the author and Mr. Ancketill"
Author: DAVIS, Edwin John - M.A
Shelfmark: "British Library HMNTS 010075.h.4."
Page: 55
Place of Publishing: London
Date of Publishing: 1879
Publisher: Edward Stanford
Issuance: monographic
Identifier: 000878911
Explore:
Find this item in the British Library catalogue, 'Explore'.
Download the PDF for this book (volume: 0) Image found on book scan 55 (NB not necessarily a page number)
Download the OCR-derived text for this volume: (plain text) or (json)
Click here to see all the illustrations in this book and click here to browse other illustrations published in books in the same year.
By leaning UI5, You will be able to develop responsive web applications both with static content and dynamic content (Server-side). We will cover all basics (HTML5, CSS, JS, JQuery) along with complementary OOPS sessions. The course includes UI5 and OData Service development with the latest concepts like Component.js, Router, manifest json etc. The course will also learn to create OData services from the Advanced Business Application and Programming side on Netweaver gateway.
Image taken from:
Title: "“1812.” Napoleon I. in Russia ... With an introduction by R. Whiteing. Illustrated from sketches and paintings by the author"
Author: VERESHCHAGIN, Vasily Vasil'evich.
Contributor: WHITEING, Richard.
Shelfmark: "British Library HMNTS 09078.aa.26."
Page: 288
Place of Publishing: London
Date of Publishing: 1899
Publisher: W. Heinemann
Issuance: monographic
Identifier: 003775882
Explore:
Find this item in the British Library catalogue, 'Explore'.
Download the PDF for this book (volume: 0) Image found on book scan 288 (NB not necessarily a page number)
Download the OCR-derived text for this volume: (plain text) or (json)
Click here to see all the illustrations in this book and click here to browse other illustrations published in books in the same year.
Go to BL Georeferencer to view this overlaid onto a modern map.
Image taken from:
Title: "A Journey through Albania and other provinces of Turkey in Europe and Asia, to Constantinople, during the years 1809 and 1810"
Author: HOBHOUSE, John Cam - Baron Broughton
Shelfmark: "British Library HMNTS 985.f.11.", "British Library HMNTS 150.g.1.", "British Library HMNTS G.2865."
Page: 35
Place of Publishing: London
Date of Publishing: 1813
Publisher: J. Cawthorn
Issuance: monographic
Identifier: 001697699
Explore:
Find this item in the British Library catalogue, 'Explore'.
Open the page in the British Library's itemViewer (page image 35)
Download the PDF for this book Image found on book scan 35 (NB not a pagenumber)Download the OCR-derived text for this volume: (plain text) or (json)
Click here to see all the illustrations in this book and click here to browse other illustrations published in books in the same year.
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Python Tutorial - Core Python Programming For Everyone(full Course) :
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ABOUT MY CHANNEL:
Hi! I’m Ronny. On my channel, you will find Programming related tutorial. I love sharing Python, MySQL, JavaScript that I have experienced and learned over the years.
My mission is to help beginner programmers to build their programming foundation from scratch, And experienced can clear their concept.
This Python For Everyone course is Job Oriented.
CodeWithRonny come here to help you grab Job opportunity as a programmer.
As You know other programmer didn't teach well, they didn't taught you about Python Syntax and basic flow charts in certain video or course, CodeWithRonny come here to take responsibility to prepare you for Job Interview as well.
Python Introduction : youtu.be/M1cuZ7uACf0
Python Features : youtu.be/ClKW8duXR-k
Python Syntax : youtu.be/xGF6C5QBew8
String in Python : youtu.be/KktnyPMUbMA
Concatenation in String : youtu.be/mUdLKJrJOhM
Change And Delete in String : youtu.be/VxdhVhm6NgU
Accessing String Characters : youtu.be/bR6gmgN5pyA
Python Variables : youtu.be/wp0UmFMJQgA
Variables In Python : youtu.be/cucSGrqezS4
If, Else, Elif in Python : youtu.be/0NPSQtWSyUI
Nested If, Else Conditions in Python : youtu.be/TK45j0dky-4
Advance If Else Elif Full Concept Explained: youtu.be/d-mcIBGFbHA
Loops - Python: youtu.be/yGEofqUY0KE
For Loop Full Concept: youtu.be/om5twsco7m4
For Loop in Python - Hindi/English : youtu.be/eKGEf6W_AFs
Loops - Python : youtu.be/yGEofqUY0KE
Advance If Else Elif Full Concept Explained - Python : youtu.be/d-mcIBGFbHA
Python While Loop Full Concept - Hindi/English : youtu.be/oK0yuEJBgoA
Python While Loop Control Flow : youtu.be/onFH2Ug3ryw
Python While Loop With Else : youtu.be/KCLcLbcbFGU
Python While Loop, Break, Continue, Pass Statement : youtu.be/n4QqNU3FuT4
While Loop in Python : youtu.be/PWBZX8tcieY
Python For Loop With Else : youtu.be/Dowu-3esSwM
Python For Loop with Range Function : youtu.be/17e-3uD6Q6o
What is Bitwise Operator : youtu.be/kBrMRHE39Vg
Bitwise AND Operators : youtu.be/6HgBxko6JZ0
OR Bitwise Operator : youtu.be/VkEtbh991eY
NOT Bitwise Operator : youtu.be/9267z5uW8E4
XOR Bitwise Operator : youtu.be/pH8tHR8cros
Right Shift Bitwise Operator : youtu.be/CIJAbJkigf8
Left Shift Bitwise Operator : youtu.be/tHmHAiGGu08
Loops - Python: youtu.be/yGEofqUY0KE
For Loop Full Concept: youtu.be/om5twsco7m4
For Loop in Python - Hindi/English : youtu.be/eKGEf6W_AFs
Python While Loop Control Flow : youtu.be/onFH2Ug3ryw
Python While Loop With Else : youtu.be/KCLcLbcbFGU
Python While Loop, Break, Continue, Pass Statement : youtu.be/n4QqNU3FuT4
While Loop in Python : youtu.be/PWBZX8tcieY
Python For Loop With Else : youtu.be/Dowu-3esSwM
Python For Loop with Range Function : youtu.be/17e-3uD6Q6o
For Loop, Break, Continue, Pass Statement - Python : youtu.be/bY6Rb1baVOg
/ playlist
Python Tutorial - Core Python Programming For Everyone(full Course) :
youtube.com/playlist?list=PLT8Oxq6it82cfHPvuJArCVC-22XhH3OYq
Basic Python Tutorial - Core Python Programming For Beginners(full course) : youtube.com/playlist?list=PLT8Oxq6it82dQod9thIupU9EspOzfCr2v
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Image taken from:
Title: "Skizzen und Erinnerungen [Замѣтки, очерки и воспоминанія]. ... Aus dem Russischen übersetzt von E. Kretschmann"
Author: VERESHCHAGIN, Vasily Vasil'evich.
Contributor: KRETSCHMANN, E.
Shelfmark: "British Library HMNTS 010026.h.36."
Page: 119
Place of Publishing: Leipzig
Date of Publishing: 1885
Issuance: monographic
Identifier: 003775871
Explore:
Find this item in the British Library catalogue, 'Explore'.
Download the PDF for this book (volume: 0) Image found on book scan 119 (NB not necessarily a page number)
Download the OCR-derived text for this volume: (plain text) or (json)
Click here to see all the illustrations in this book and click here to browse other illustrations published in books in the same year.
This image is copyrighted to CodeWithRonny.
ABOUT MY CHANNEL:
Hi! I’m Ronny. On my channel, you will find Programming related tutorial. I love sharing Python, MySQL, JavaScript that I have experienced and learned over the years.
My mission is to help beginner programmers to build their programming foundation from scratch, And experienced can clear their concept.
This Python For Everyone course is Job Oriented.
CodeWithRonny come here to help you grab Job opportunity as a programmer.
As You know other programmer didn't teach well, they didn't taught you about Python Syntax and basic flow charts in certain video or course, CodeWithRonny come here to take responsibility to prepare you for Job Interview as well.
Python Introduction : youtu.be/M1cuZ7uACf0
Python Features : youtu.be/ClKW8duXR-k
Python Syntax : youtu.be/xGF6C5QBew8
String in Python : youtu.be/KktnyPMUbMA
Concatenation in String : youtu.be/mUdLKJrJOhM
Change And Delete in String : youtu.be/VxdhVhm6NgU
Accessing String Characters : youtu.be/bR6gmgN5pyA
Python Variables : youtu.be/wp0UmFMJQgA
Variables In Python : youtu.be/cucSGrqezS4
If, Else, Elif in Python : youtu.be/0NPSQtWSyUI
Nested If, Else Conditions in Python : youtu.be/TK45j0dky-4
Advance If Else Elif Full Concept Explained: youtu.be/d-mcIBGFbHA
Loops - Python: youtu.be/yGEofqUY0KE
For Loop Full Concept: youtu.be/om5twsco7m4
For Loop in Python - Hindi/English : youtu.be/eKGEf6W_AFs
Loops - Python : youtu.be/yGEofqUY0KE
Advance If Else Elif Full Concept Explained - Python : youtu.be/d-mcIBGFbHA
Python While Loop Full Concept - Hindi/English : youtu.be/oK0yuEJBgoA
Python While Loop Control Flow : youtu.be/onFH2Ug3ryw
Python While Loop With Else : youtu.be/KCLcLbcbFGU
Python While Loop, Break, Continue, Pass Statement : youtu.be/n4QqNU3FuT4
While Loop in Python : youtu.be/PWBZX8tcieY
Python For Loop With Else : youtu.be/Dowu-3esSwM
Python For Loop with Range Function : youtu.be/17e-3uD6Q6o
What is Bitwise Operator : youtu.be/kBrMRHE39Vg
Bitwise AND Operators : youtu.be/6HgBxko6JZ0
OR Bitwise Operator : youtu.be/VkEtbh991eY
NOT Bitwise Operator : youtu.be/9267z5uW8E4
XOR Bitwise Operator : youtu.be/pH8tHR8cros
Right Shift Bitwise Operator : youtu.be/CIJAbJkigf8
Left Shift Bitwise Operator : youtu.be/tHmHAiGGu08
Loops - Python: youtu.be/yGEofqUY0KE
For Loop Full Concept: youtu.be/om5twsco7m4
For Loop in Python - Hindi/English : youtu.be/eKGEf6W_AFs
Python While Loop Control Flow : youtu.be/onFH2Ug3ryw
Python While Loop With Else : youtu.be/KCLcLbcbFGU
Python While Loop, Break, Continue, Pass Statement : youtu.be/n4QqNU3FuT4
While Loop in Python : youtu.be/PWBZX8tcieY
Python For Loop With Else : youtu.be/Dowu-3esSwM
Python For Loop with Range Function : youtu.be/17e-3uD6Q6o
For Loop, Break, Continue, Pass Statement - Python : youtu.be/bY6Rb1baVOg
/ playlist
Python Tutorial - Core Python Programming For Everyone(full Course) :
youtube.com/playlist?list=PLT8Oxq6it82cfHPvuJArCVC-22XhH3OYq
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Check out Renewin' Strathewen
Check out Work @ Dads
Hacking Ng
I noticed I was keeping scraps of info that I write up in text format. So the most natural thing to do was find a way to enhance this. A long time ago I used to write up all my posts in POD format then run a small perl script to upload the HTML object code to the web.
This time it's not POD but Markdown. Simply edit in a text editor, save into a directory and run a python script over it to output the object code - in this case HTML.
Why?
Well by nature I'm lazy and I use flickr as my blog engine. I could just as easily add the blog over to github which handles revisions and reads Markdown natively. But I also look over at scripting.com and read Dave Winer warning of the dangers of not controlling your own presence with your own tools.
So it's back to hacking something useful with Ng.
Object code
The output can be HTML which can be sent to posterous or RSS or JSON. If you don't own the data you miss out on the ability to re-format the source.
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Image taken from:
Title: "The Russo-Turkish War; including an account of the rise and decline of the Ottoman Power, and the history of the Eastern Question"
Author: HOZIER, Henry Montague.
Shelfmark: "British Library HMNTS 9135.ff.19."
Page: 974
Place of Publishing: London
Date of Publishing: 1877
Issuance: monographic
Identifier: 001751095
Explore:
Find this item in the British Library catalogue, 'Explore'.
Download the PDF for this book (volume: 0) Image found on book scan 974 (NB not necessarily a page number)
Download the OCR-derived text for this volume: (plain text) or (json)
Click here to see all the illustrations in this book and click here to browse other illustrations published in books in the same year.
This image is copyrighted to CodeWithRonny.
ABOUT MY CHANNEL:
Hi! I’m Ronny. On my channel, you will find Programming related tutorial. I love sharing Python, MySQL, JavaScript that I have experienced and learned over the years.
My mission is to help beginner programmers to build their programming foundation from scratch, And experienced can clear their concept.
This Python For Everyone course is Job Oriented.
CodeWithRonny come here to help you grab Job opportunity as a programmer.
As You know other programmer didn't teach well, they didn't taught you about Python Syntax and basic flow charts in certain video or course, CodeWithRonny come here to take responsibility to prepare you for Job Interview as well.
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/ playlist
Python Tutorial - Core Python Programming For Everyone(full Course) :
youtube.com/playlist?list=PLT8Oxq6it82cfHPvuJArCVC-22XhH3OYq
Basic Python Tutorial - Core Python Programming For Beginners(full course) : youtube.com/playlist?list=PLT8Oxq6it82dQod9thIupU9EspOzfCr2v
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Title: "The Turks, the Greeks, and the Slavons. Travels in the Slavonic Provinces of Turkey-in-Europe ... With maps, and ... illustrations by F. Kanitz"
Author: MACKENZIE, Georgina Mary Muir - afterwards SEBRIGHT (Georgina Mary) Lady and IRBY (Adelina Paulina)
Contributor: IRBY, Adeline Paulina.
Contributor: KANITZ, Felix Philipp.
Shelfmark: "British Library HMNTS 10126.eee.25."
Page: 661
Place of Publishing: London
Date of Publishing: 1867
Publisher: Bell & Daldy
Issuance: monographic
Identifier: 002322458
Explore:
Find this item in the British Library catalogue, 'Explore'.
Open the page in the British Library's itemViewer (page image 661)
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Title: "Cassell's Illustrated History of the Russo-Turkish War, etc"
Author: OLLIER, Edmund.
Shelfmark: "British Library HMNTS 9136.dd.1."
Volume: 01
Page: 488
Place of Publishing: London
Date of Publishing: 1877
Issuance: monographic
Identifier: 002706354
Explore:
Find this item in the British Library catalogue, 'Explore'.
Download the PDF for this book (volume: 01) Image found on book scan 488 (NB not necessarily a page number)
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Title: "Кавказскій Сборникъ, издаваемый по указанію ... главнокомандующаго Кавказскою Арміею. (Подъ редакціею ... Полковника Чернявскаго-генералъ-лейтенанта Потто.) том. 1.-том. 32. част. 1", "Miscellaneous Official Publications"
Contributor: CHERNYAVSKY - Lieutenant-General
Contributor: POTTO, Vasily Aleksandrovich.
Shelfmark: "British Library HMNTS 010291.k.1."
Volume: 01
Page: 393
Place of Publishing: Тифлисъ
Date of Publishing: 1876
Issuance: monographic
Identifier: 000637671
Explore:
Find this item in the British Library catalogue, 'Explore'.
Download the PDF for this book (volume: 01) Image found on book scan 393 (NB not necessarily a page number)
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Trying to develop a scanning/processing/tagging workflow and haven't been shooting as much as I should!
Can't believe Negative Lab Pro doesn't have any kind of CSV or JSON ingest function for shooting data. Need to figure something out.
============
Nikon FE2 | Nikon Zoom-NIKKOR 80-200mm f/4.5 | Fuji Superia X-TRA 400
Scanned with Konica Minolta DiMAGE SE5400II | FH-M20
Home developed in CineStill Cs41 | ~5min @ ~98F
Negative Lab Pro v2.3.0 | Color Model: Noritsu | Pre-Sat: 4 | Tone Profile: LAB - Shadow Hard | LUT: Natural
By leaning SAP UI5, You will be able to develop responsive web applications both with static content and dynamic content (Server side). We will cover all basics (HTML5, CSS, JS, JQuery) along with complementary OOPS ABAP sessions. The course includes UI5, Fiori and OData Service development with the latest concepts like Component.js, Router, manifest json etc. The course will also learn to create OData services from the ABAP side on Netweaver gateway.
View this map on the BL Georeferencer service.
Image taken from:
Title: "The International Geography. ... Edited by H. R. Mill"
Author: Mill, Hugh Robert
Shelfmark: "British Library HMNTS 10005.dd.14."
Page: 467
Place of Publishing: London
Date of Publishing: 1899
Publisher: G. Newnes
Issuance: monographic
Identifier: 002492756
Explore:
Find this item in the British Library catalogue, 'Explore'.
Open the page in the British Library's itemViewer (page image 467)
Download the PDF for this book Image found on book scan 467 (NB not a pagenumber)Download the OCR-derived text for this volume: (plain text) or (json)
Click here to see all the illustrations in this book and click here to browse other illustrations published in books in the same year.
Image taken from:
Title: "A Journey due East: being the journal of a five months' trip to Lower Egypt, Palestine, and Turkey, in the winter of 1862-3, returning by Athens and Rome to London. With maps and illustrations"
Author: COOKE, Christopher.
Shelfmark: "British Library HMNTS 10027.cc.18."
Page: 153
Place of Publishing: London
Date of Publishing: 1864
Publisher: Hall, Smart & Allen
Issuance: monographic
Identifier: 000773879
Explore:
Find this item in the British Library catalogue, 'Explore'.
Open the page in the British Library's itemViewer (page image 153)
Download the PDF for this book Image found on book scan 153 (NB not a pagenumber)Download the OCR-derived text for this volume: (plain text) or (json)
Click here to see all the illustrations in this book and click here to browse other illustrations published in books in the same year.
View this map on the BL Georeferencer service.
Image taken from:
Title: "Sketches of Turkey in 1831 and 1832. By an American [i.e. James E. De Kay]"
Contributor: DE KAY, James Ellsworth.
Shelfmark: "British Library HMNTS 10125.d.12."
Page: 88
Place of Publishing: New York
Date of Publishing: 1833
Publisher: J. & J. Harper
Issuance: monographic
Identifier: 000069401
Explore:
Find this item in the British Library catalogue, 'Explore'.
Open the page in the British Library's itemViewer (page image 88)
Download the PDF for this book Image found on book scan 88 (NB not a pagenumber)Download the OCR-derived text for this volume: (plain text) or (json)
Click here to see all the illustrations in this book and click here to browse other illustrations published in books in the same year.
Image taken from:
Title: "Memoirs relating to European and Asiatic Turkey; edited from manuscript journals, by R. Walpole. (Travels in various countries of the East; being a continuation of Memoirs relating to European and Asiatic Turkey, &c.)"
Author: WALPOLE, Robert - Rev
Shelfmark: "British Library HMNTS 1786.d.13.", "British Library HMNTS 982.i.7."
Volume: 02
Page: 575
Place of Publishing: London
Date of Publishing: 1817
Publisher: Longman & Co.
Issuance: monographic
Identifier: 003842704
Explore:
Find this item in the British Library catalogue, 'Explore'.
Open the page in the British Library's itemViewer (page image 575)
Download the PDF for this book Image found on book scan 575 (NB not a pagenumber)Download the OCR-derived text for this volume: (plain text) or (json)
Click here to see all the illustrations in this book and click here to browse other illustrations published in books in the same year.
Prepared by Benoit Desvignes
wandb.ai/benoitdesvignes/coral-detection?workspace=user-
# Server set-up
The server used to train the model was the v100 provided by Clear Bot.
Yolov5 requires python3.8. Given that we do not have super user right on the machine compilation and installation of python3.8 and its dependencies was done from source.
## Dependencies
Dependencies installed:
- ibncurses5-dev
- libgdbm-dev
- libssl-dev (installed on ~)
- libreadline-dev
- libffi-dev
- Python3.8
All these dependencies were installed in /home/makerbat/.local expect for openssl1.1.1 which was installed on /home/makerbay.
Python3.8 was installed from source and the installer script was modify to point to the local version of openssl.
## Dataset preparation
In order to prepare the data set for training I have created a small tool:
[quentingls/v7yolo](github.com/quentingls/v7yolo)
The tool can be pip installed from git:
```bash
pip install git+[github.com/quentingls/v7yolo](github.com/quentingls/v7yolo)
```
This tool allow users to:
- Download images from v7 generated .json
- Convert v7 json annotation to yolo annotation including polygon transform to bounding box
- Split the data into a train and validation set
- Create the yolo training yaml configuration file
## Training
Training data is organised under the /home/makerbay/training.
The first training was done with the data saved under the 20210221 folder with the following configurations:
- batch = 16
- epochs = 300
- weights = yolov5l (large mode see: [github.com/ultralytics/yolov5/wiki/Train-Custom-Data#4-se...](github.com/ultralytics/yolov5/wiki/Train-Custom-Data#4-se...))
- test/valid = 0.7/0.3
## Results
### Validation Set Snapshot

### Confusion Matrix

### Results

### Collaboration tips
For better collaboration during the model development, all the experiment results will be stored on "weigths and biases" plateform ([wandb.ai/site](wandb.ai/site)) in the project called "coral_detector"

On the webpage, you can easily see all the different experiments run by different person with all the different associated information (results, processing time, parameters used etc)
To get access to the project page you need to create an account and then access it through [wandb.ai/benoitdesvignes/coral-detection/](wandb.ai/benoitdesvignes/coral-detection/)
Here is a report example where we compare two different model architecture [wandb.ai/benoitdesvignes/coral-detection/reports/Report-e...](wandb.ai/benoitdesvignes/coral-detection/reports/Report-e...)
This image is copyrighted to CodeWithRonny.
ABOUT MY CHANNEL:
Hi! I’m Ronny. On my channel, you will find Programming related tutorial. I love sharing Python, MySQL, JavaScript that I have experienced and learned over the years.
My mission is to help beginner programmers to build their programming foundation from scratch, And experienced can clear their concept.
This Python For Everyone course is Job Oriented.
CodeWithRonny come here to help you grab Job opportunity as a programmer.
As You know other programmer didn't teach well, they didn't taught you about Python Syntax and basic flow charts in certain video or course, CodeWithRonny come here to take responsibility to prepare you for Job Interview as well.
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Bitwise AND Operators : youtu.be/6HgBxko6JZ0
OR Bitwise Operator : youtu.be/VkEtbh991eY
NOT Bitwise Operator : youtu.be/9267z5uW8E4
XOR Bitwise Operator : youtu.be/pH8tHR8cros
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Left Shift Bitwise Operator : youtu.be/tHmHAiGGu08
Loops - Python: youtu.be/yGEofqUY0KE
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For Loop in Python - Hindi/English : youtu.be/eKGEf6W_AFs
Python While Loop Control Flow : youtu.be/onFH2Ug3ryw
Python While Loop With Else : youtu.be/KCLcLbcbFGU
Python While Loop, Break, Continue, Pass Statement : youtu.be/n4QqNU3FuT4
While Loop in Python : youtu.be/PWBZX8tcieY
Python For Loop With Else : youtu.be/Dowu-3esSwM
Python For Loop with Range Function : youtu.be/17e-3uD6Q6o
For Loop, Break, Continue, Pass Statement - Python : youtu.be/bY6Rb1baVOg
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Python Tutorial - Core Python Programming For Everyone(full Course) :
youtube.com/playlist?list=PLT8Oxq6it82cfHPvuJArCVC-22XhH3OYq
Basic Python Tutorial - Core Python Programming For Beginners(full course) : youtube.com/playlist?list=PLT8Oxq6it82dQod9thIupU9EspOzfCr2v
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Python Introduction : youtu.be/M1cuZ7uACf0
Python Features : youtu.be/ClKW8duXR-k
Python Syntax : youtu.be/xGF6C5QBew8
String in Python : youtu.be/KktnyPMUbMA
Concatenation in String : youtu.be/mUdLKJrJOhM
Change And Delete in String : youtu.be/VxdhVhm6NgU
Accessing String Characters : youtu.be/bR6gmgN5pyA
Python Variables : youtu.be/wp0UmFMJQgA
Variables In Python : youtu.be/cucSGrqezS4
If, Else, Elif in Python : youtu.be/0NPSQtWSyUI
Nested If, Else Conditions in Python : youtu.be/TK45j0dky-4
Advance If Else Elif Full Concept Explained: youtu.be/d-mcIBGFbHA
Loops - Python: youtu.be/yGEofqUY0KE
For Loop Full Concept: youtu.be/om5twsco7m4
For Loop in Python - Hindi/English : youtu.be/eKGEf6W_AFs
Loops - Python : youtu.be/yGEofqUY0KE
Advance If Else Elif Full Concept Explained - Python : youtu.be/d-mcIBGFbHA
Python While Loop Full Concept - Hindi/English : youtu.be/oK0yuEJBgoA
Python While Loop Control Flow : youtu.be/onFH2Ug3ryw
Python While Loop With Else : youtu.be/KCLcLbcbFGU
Python While Loop, Break, Continue, Pass Statement : youtu.be/n4QqNU3FuT4
While Loop in Python : youtu.be/PWBZX8tcieY
Python For Loop With Else : youtu.be/Dowu-3esSwM
Python For Loop with Range Function : youtu.be/17e-3uD6Q6o
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Loops - Python: youtu.be/yGEofqUY0KE
For Loop Full Concept: youtu.be/om5twsco7m4
For Loop in Python - Hindi/English : youtu.be/eKGEf6W_AFs
Python While Loop Control Flow : youtu.be/onFH2Ug3ryw
Python While Loop With Else : youtu.be/KCLcLbcbFGU
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While Loop in Python : youtu.be/PWBZX8tcieY
Python For Loop With Else : youtu.be/Dowu-3esSwM
Python For Loop with Range Function : youtu.be/17e-3uD6Q6o
For Loop, Break, Continue, Pass Statement - Python : youtu.be/bY6Rb1baVOg
/ playlist
Python Tutorial - Core Python Programming For Everyone(full Course) :
youtube.com/playlist?list=PLT8Oxq6it82cfHPvuJArCVC-22XhH3OYq
Basic Python Tutorial - Core Python Programming For Beginners(full course) : youtube.com/playlist?list=PLT8Oxq6it82dQod9thIupU9EspOzfCr2v
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