[ / / / / / / / / / / / / / ] [ dir / random / 93 / biohzrd / hkacade / hkpnd / tct / utd / uy / yebalnia ]

/hydrus/ - Hydrus Network

Bug reports, feature requests, and other discussion for the hydrus network.
Name
Email
Subject
REC
STOP
Comment *
File
Password (Randomized for file and post deletion; you may also set your own.)
Archive
* = required field[▶Show post options & limits]
Confused? See the FAQ.
Embed
(replaces files and can be used instead)
Options

Allowed file types:jpg, jpeg, gif, png, webp,webm, mp4, mov, swf, pdf
Max filesize is16 MB.
Max image dimensions are15000 x15000.
You may upload5 per post.


This board will be deleted next Wednesday. I am moving to a General on 8chan.moe /t/. This board is archived at 8chan.moe /hydrus/!

File: ea31ab670c8dee7⋯.png (12.55 KB,340x175,68:35,mariadb-usa-inc.png)

1e8781 No.9068 [Last50 Posts]

ITT: create proposals for making Hydrus more optimized.

Proposal: Why can't Hydrus switch to MariaDB?

If it is faster, then it should be better. The only trouble is having the need to rewrite the queries, which from an SQL standpoint should be a non-issue, right?

List of Databases with Open Source License and Open Source APIs:

SQLite - Currently used in Hydrus, has minimal features

MySQL - A more well-rounded SQL Database with user management

PostgreSQL - An SQL with complex features with less performance

MariaDB - SQL/NoSQL database with heavy optimizations

ElasticSearch - A literal search engine instead of a normal Database

Teradata - IDK

https://www.digitalocean.com/community/tutorials/sqlite-vs-mysql-vs-postgresql-a-comparison-of-relational-database-management-systems

https://www.infoworld.com/article/2611812/mysql/mysql-face-off--mysql-or-mariadb-.html

____________________________
Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

1e8781 No.9069

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

f8f5ac No.9077

File: 8724aa68213e7ea⋯.gif (1.85 MB,220x220,1:1,8724aa68213e7ea591555136d2….gif)

You're aware MariaDB and the like are server software and would rely starting a second process alongside the hydrus client, right?

SQLite is the only one who supports being loaded from a file within an application, which makes it the best -might even say only- fit for desktop software like this.

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

89d121 No.9087

>>9077

Are there other SQL-like software that loads like a file while still out performing SQLite?

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

f8f5ac No.9092

>>9087

take your pick: https://en.wikipedia.org/wiki/Embedded_database

mongo or levelDB are good, but they're noSQL and would require extensive query rewrites - I'm also pretty sure hydrus benefits more from the relational database model, which those don't provide.

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

21844b No.9094

Honestly, there are lower fruit to pick in order to optimize Hydrus before even touching its database. After the initial processing of mappings, the bulk of I/O access is spent on the files themselves which AFAIK is single-threaded.

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

89d121 No.9096

>>9094

Multi-threaded Python won't end too well… Some say Go or Rust, but I know it is a meme to rewrite everything.

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

5105b1 No.9112

>>9077

kde/plasma also starts up a mysql/mariadb instance for everything pim related and users hate it because they never managed to write their software in a way that wouldn't crash the database. All in all, i think the startup time required for a mysqlish database is negligible on a modern system but the amount of code required to make it act like a embedded database is astronomical and the exact opposite of what this project needs.

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

9b4af4 No.9117

What about using FreeNAS in conjunction with Hydrus for ZFS-like performance?

Or is there a distro that is best suited for image and file hoarding with RAID-like redundency?

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

9b4af4 No.9118

>>9112

Well can we layout a pros vs cons of Embedded Database vs Optimized database like MariaDB?

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

833c67 No.9120

Would it be possible to use some ORM library for SQL and let user choose SQL backend?

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

49430e No.9121

I would not mind runing mariadb daemon for hydrus.

In fact, i am running one right now, and it would be great if i could set hydrus up to just connect to an existing database.

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

9b4af4 No.9123

>>9068

What about file system parities? Would installing Hydrus on FreeNAS with ZFS be a good idea? What about Linux with BTRFS?

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

b241f3 No.9182

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

b241f3 No.9183

http://www.freenas.org/blog/a-complete-guide-to-freenas-hardware-design-part-i-purpose-and-best-practices/

http://www.freenas.org/blog/a-complete-guide-to-freenas-hardware-design-part-ii-hardware-specifics/

http://www.freenas.org/blog/a-complete-guide-to-freenas-hardware-design-part-iii-pools-performance-and-cache/

http://www.freenas.org/blog/a-complete-guide-to-freenas-hardware-design-part-iv-network-notes-conclusion/

http://www.freenas.org/blog/freenas-worst-practices/

Some of the points:

1. 8GB of RAM minimum, 12GB minimum if using plugins or jails, 1GB RAM per 1TB (conservative) or 3TB (liberal)

2. Don't use RAID controllers, just use Hot Bus Adapters to connect the drives to the motherboard (software "RAID")

3. FreeNAS needs bare metal, NOT VMs (but putting plugins or jails into FreeNAS is a good idea)

4. Intel CPU has more support than AMD, and LSI has the best Hot Bus Adapters (Marvell and J-Micron is okay)

5. 7200 RPM SAS or Enterprise SATA will work as HDD, do not use desktop drives for this to prevent IO errors

6. RAIDZ1 is like RAID 5, RAIDZ2 is like Z6, RAIDZ3 has triple parity, each vdev/group only has one-drive speeds

7. "ZFS intent log" should be on RAM (and on power-protected SSD if you wish), without it the whole vdev would fail

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

1e8781 No.9217

https://ponyorm.com/ can actually simplify SQL queries into something more python-friendly.

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

0869af No.9281

Proposal: Use a non-bloated Elasticsearch clone to find similar images quickly, and use newer techniques for people who wants to hunt down sources of images

https://github.com/ascribe/image-match is Python 3 based with Elasticsearch

https://github.com/dsys/match is Python 3 based with Kubernetes and Elasticsearch

https://github.com/paucarre/tiefvision Lua based with deep learning (requires training)

https://github.com/magwyz/pastec C++ based with OpenCV (too vague)

https://github.com/pippy360/transformationInvariantImageSearch C++ based with triangulation (bigger database with high accuracy)

For image hashing only:

https://github.com/jenssegers/imagehash (PHP)

https://github.com/corona10/goimagehash (Go)

https://github.com/kevinlin311tw/caffe-cvprw15 (Deep Learn C++)

https://github.com/willard-yuan/hashing-baseline-for-image-retrieval (Deep Learn Matlab)

https://github.com/bunchesofdonald/photohash (Python)

https://github.com/Jetsetter/dhash (Python)

https://github.com/commonsmachinery/blockhash-js (JS)

https://github.com/commonsmachinery/blockhash-python (Python)

https://github.com/ruixuejianfei/BitScalableDeepHash (Deep Learn C++)

https://github.com/mk-fg/image-deduplication-tool (Python)

https://github.com/jforshee/ImageHashing (C#)

https://github.com/pwlmaciejewski/imghash (JS)

More information:

https://fullstackml.com/wavelet-image-hash-in-python-3504fdd282b5

http://www.hackerfactor.com/blog/index.php?/archives/529-Kind-of-Like-That.html

https://realpython.com/fingerprinting-images-for-near-duplicate-detection/

http://bertolami.com/index.php?engine=blog&content=posts&detail=perceptual-hashing

https://www.pyimagesearch.com/2017/11/27/image-hashing-opencv-python/

Expanded use:

https://github.com/soruly/whatanime.ga

https://github.com/DaRealFreak/saucenao

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

fb9533 No.9323

>>9068

>PostgreSQL - An SQL with complex features with less performance

t. Uber

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

c4095c No.9348

>>9068

How about rewriting this in q++/qt? If you limit yourself to qt syntax then it is surprisingly similar to python with some c++ quirks. It's easier doing multi threading and starting separate processes in this than in python.

Something like this could be easiest done this way:

>Make code modular and switch the GUI to PyQt/pyside while still using python.

>Experiment with the GUI code, perhaps try using QML to facilitate the GUI proposals from that one anon that made all the cool mockups. See >>8185

>Debate if it is even required to switch to c++ anymore since many qt goodies can be used via above mentioned libraries(threading/process starting/native notifications, etc).

I haven't taken a look at the code but if it is already written modular then this shuldn't be too hard if the dev can stay motivated and people can life with a few months of only critical bug fixing.

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

02d3aa No.9391

>>9348

That is the issue, the dev is trying to migrate from wxPython to PyQt after the downloader overhaul, along with other key functions like parallel downloads, workflow management and mobile integration.

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

be1efa No.9464

Bumping

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

d8220f No.9530

>>9464

Yes but why?

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

cfc291 No.9658

As mentioned by >>9094 the bottleneck is mostly how the I/O and CPU is handled by hydrus. Imports are done sequentially when they can be sped up a lot by using multiprocessing. I'm sure other actions are still done sequentially too. A transition to a graph database like ArangoDB could be better in the long run, but that's never going to happen.

Looking at the client.master.db database, I'm not sure why he added an index to the md5, sha1 and sha512 columns but not to the subtag or namespace columns. Doesn't make sense to me (and is the sha512 index really necessary?). Also it boggles my mind that foreign keys aren't being used at all.

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

bd599a No.9659

>>9658

I am also expecting multi-threading could be a place where we can optimise the code (since most computers now run on 4/8 cores).

Perhaps SQLite, MD5/SHA hashing and de-duplication are not made for multi-core and/or GPU computers.

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

cfc291 No.9660

>>9659

>multi-threading

Python threads are all executed on the same core. That's why I said multiprocessing. It spreads out each subprocess across each core. Based on your post you don't know much about software, so think of a subprocess in python like a normal thread.

>are not made for multi-core and/or GPU computers

Everything you've mentioned can be easily sped up with multiple cores. Using a GPU would be even faster but there's no point in using that here. I'm actually pretty surprised he hasn't implemented multiprocessing functions in bottleneck situations like importing. It's very easy to split up the work once you've scanned all the files. You just divide them up by the number of cores and have each subprocess do that portion of the work. If you have 4 cores you have each core do 1/4 of the files you want to import.

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

bd599a No.9661

>>9660

>Python threads are all executed on the same core. That's why I said multiprocessing

Well due to people call 4 core Intel CPUs having "hyperthreads" making it 8 virtual cores, I would say that is easy to have those things mixed up. If I have to use a proper term Parallel Programming (as in Concurrency) would be more fitting.

>Everything you've mentioned can be easily sped up with multiple cores

I meant that it has not been implemented yet by the dev since (s/are not/has not been/)

>I'm actually pretty surprised he hasn't implemented multiprocessing functions

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

813085 No.9670

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

6bf834 No.9881

Considering the recent happenings of Tumblr and booru.org purges, it is important to put focus on alternative decentralization libraries.

1. free P2P software

a. BitTorrent - Most commonly used, but can't handle individual files

b. WebTorrent - WebRTC version of BitTorrent, but still have the same issue

c. eDonkey and GNUtella - both very obscure, not really useful or adaptive

d. IPFS - currently used in Hydrus, can handle singular files in a folder structure

2. Proxies and psuedo-VPNs

a. TOR - very common, maybe pozzed by CIA, has BitTorrent and IPFS compatibility (OpenBazaar)

b. I2P - less common, not pozzeed, has BitTorrent compatibility, IPFS is in the works (go-i2p)

c. Freenet and Retroshare - both very uncommon, has file transferring and chats as a primitive

d. Zeronet - pretty dead, works with Javascript, too many unknowns

3. Blockchain data solutions (https://en.wikipedia.org/wiki/Cooperative_storage_cloud)

a. Filecoin - based in IPFS, slowly developing, could be used in conjunction with Hydrus

b. Sia - top data blockchain contender, has smart contracts with regular renewal for storage (https://sia.tech/)

c. MaidSafe - possible competition, includes secure communication and storage (https://maidsafe.net/)

d. Storj - noted, already have average pricing, made to be used along side self-host cloud (https://storj.io/)

e. Ethereum Swarm - note really a good idea as the blockchain is congested by CryptoCats

f. Others include https://decent.ch/ https://www.creativechain.org/ https://contentbox.one/ https://noia.network/

Others: https://cryptoslate.com/category/cryptos/storage/

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

6bf834 No.9882

4. Social media blockchain

a. Steem - used in alt-media like bitchute, dtube and steemit (https://steem.io/)

b. Rocketchat - used by the furrires to commuitcate (https://rocket.chat/)

c. SocialX - at a whitepaper stage, to replace facebook and twitter (https://socialx.network/)

d. Akasha - based in IPFS, meant to replace Tumblr (https://akasha.world/)

e. BAT Token - used by Brave Browser (https://basicattentiontoken.org/)

Others https://foresting.io/ and https://sola.foundation/ and https://www.synereo.com/

https://www.stateofthedapps.com/dapps/tagged/social/tab/most-relevant

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

9f26dd No.9884

>>9881

>booru.org purges

What do you mean?

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

6bf834 No.9886

>>9884

Gelbooru and *.booru.org are hosted in the Netherlands, and they are using "anti-loli laws as an excuse" to force a purge on the admins.

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

833c67 No.10077

Do you know how can I convert hydrus db to postgresql? Hydrus db consists of multiple sqlite files, how can I connect all of them?

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

7d7b19 No.10232

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

9c2ceb No.10247

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

7d7b19 No.10272

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

6f19b2 No.10290

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

ec1fb1 No.10361

File: eb9fee77ec0d095⋯.png (44.42 KB,909x414,101:46,aea24297d4072a6d4a9e1875e1….png)

>>9281

https://vision.fe.uni-lj.si/cvww2016/proceedings/papers/04.pdf (Quantitative Comparison of Feature Matchers Implemented in OpenCV3)

https://sci-hub.tw/10.1109/m2vip.2016.7827292 (Comparison of OpenCV’s Feature Detectors and Feature Matchers)

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

ec1fb1 No.10362

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

978c9b No.10599

>>10361

Got some more comparative papers 4U

https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=8346440 (A Comparative Analysis of SIFT, SURF, KAZE, AKAZE, ORB, and BRISK)

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

1e8781 No.10742

https://en.wikipedia.org/wiki/Pointwise_mutual_information

Pointwise mutual information between tag X and tag Y is the logarithm of (num. of images with both tags) * (total image count) / ((num of images with tag X) * (num of images with Tag Y))

PMI can be used to find possible tag siblings

https://en.wikipedia.org/wiki/Conditional_entropy

Conditional entropy of X given Y is ( (num. of images with both tags) / (total image count) ) * logarithm of ( (num of images with tag X) / (num. of images with both tags) )

CE can be used to find possible tag parents and children

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

b990dc No.10805

Nim is low-level Python, Crystal is low-level Ruby, both would be easy for the rest of us (and hopefully the dev) to pick up.

Doing so would mean that Hydrus would be at least twice as fast in certain departments when compared to non-NumPy Python.

(Also D is a C replacement, Go and Kotlin are Java replacements, but those are very different from the syntax of Python)

Are there applications where low-level languages DON'T apply? Math calculations, in that case use SciPy/NumPy for less work.

Some benchmarks:

https://github.com/kostya/benchmarks

https://github.com/drujensen/fib

https://github.com/frol/completely-unscientific-benchmarks

https://github.com/logicchains/LPATHBench

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

aa7425 No.10819

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

b990dc No.11022

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

b990dc No.11023

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

a72330 No.11053

>>10290

>https://github.com/acoustid/acoustid-index (C++)

You're looking for https://github.com/acoustid/chromaprint (C++)

To be honest though when Hydrus starts doing audio fingerprinting it should probably just use acoustid so it can grab tags from MusicBrainz ( https://musicbrainz.org/ )

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

2f2eb0 No.11058

>>11053

Or maybe others as well? What if we are getting music from torrents instead and don't want MusicBrainz to know that I got them?

Bumping to spark conversation

>>10232

http://www.scitepress.org/Papers/2016/59263/59263.pdf (Performance Evaluation of Phonetic Matching Algorithms on English Words and Street Names)

More benchmarks for major phonetic algorithms

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

5cfb09 No.11133

>>9068

>PostgreSQL - An SQL with complex features with less performance

1998 wants it retard memes back.

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

e73dfb No.11204

File: 880feed1fc57634⋯.png (1.57 KB,300x300,1:1,下.png)

>>11023

>implying

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

1e8781 No.11206

>>11204

How so? Too many onyomi and kunyomi? Even then if we are not using phonetic fuzzy search, string fuzzy search can still be used (see https://en.wikipedia.org/wiki/String_metric)

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

ac7c72 No.11380

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

d46cda No.11586

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

f06e36 No.11927

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

0a99e5 No.12295

Here are a list of "expert system" Video Quality Quantifier

https://github.com/Netflix/vmaf (C/C++/Python)

https://github.com/aizvorski/video-quality (Python)

https://github.com/bavc/qctools (C++)

https://github.com/Rolinh/VQMT (C++)

https://github.com/google/rtc-video-quality (Python)

https://github.com/kahkeng/vqats (C/C++)

https://github.com/slhck/ffmpeg-quality-metrics (Python)

https://github.com/honzabilek4/VideoCodecs (C++)

https://github.com/jsyzgaochao/iqat (C++)

Here are a list of "expert system" Image Quality Quantifier

https://github.com/andrewekhalel/sewar (Python)

https://github.com/jeffh/CV-Image-Quality-Analysis (Python)

https://github.com/VIQET/VIQET-Desktop (C++/C#)

https://github.com/arcaduf/image_quality_assessment (Python)

https://github.com/bukalapak/pybrisque (Python)

https://github.com/pby5/BRISQUE (C++)

https://github.com/mchall/ImageQuality (C#)

https://github.com/mtobeiyf/CEIQ (C/MATLAB)

https://github.com/realwecan/BlindImageQualityAssessment (C++)

https://github.com/grevutiu-gabriel/iqa (C/MATLAB)

https://github.com/ruofeidu/ImageQualityCompare (C++)

https://github.com/henrikjohansson/Colorite (Java/C++)

And for NN-based Image Video Quantity Quantifier… sigh

https://github.com/idealo/image-quality-assessment (348 stars)

https://github.com/jongyookim/IQA_BIECON_release (41 stars)

https://github.com/jongyookim/IQA_DeepQA_FR_release (32 stars)

https://github.com/lidq92/CNNIQA (29 stars)

https://github.com/lidq92/CNNIQAplusplus (28 stars)

https://github.com/HC-2016/weighted_DCNN_IQA (17 stars)

https://github.com/lidq92/WaDIQaM (17 stars)

https://github.com/zwx8981/DBCNN-PyTorch (10 stars)

https://github.com/VideoForage/VQA-Deep-Learning (10 stars)

https://github.com/synckey/deep_biq (9 stars)

https://github.com/zhl2007/pytorch-image-quality-param-ctrl (9 stars)

https://github.com/michaelneuder/image_quality_analysis (9 stars)

https://github.com/hervindphil/image_quality (8 stars)

https://github.com/SenJia/Saliency-CNN-Image-Quality-Assessment (8 stars)

https://github.com/pcpmartins/video-quality-assessment (8 stars)

https://github.com/kamballu/HDR-NRIQA-PCNN (5 stars)

https://github.com/JayMarx/VSBIQA (5 stars)

https://github.com/etosworld/etos-image-assessment (3 stars)

https://github.com/geosrs/transIQA (3 stars)

https://github.com/Bobholamovic/CNN-FRIQA (3 stars)

https://github.com/LeonLIU08/DeepQA-with-Pytorch (3 stars)

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

0b5902 No.12302

>>12295

Why don't you actually develop something on your own instead of endlessly shitting out github links

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.

0a99e5 No.12307

>>12302

Nah that is for >>12277

Disclaimer: this post and the subject matter and contents thereof - text, media, or otherwise - do not necessarily reflect the views of the 8kun administration.



[Return][Go to top][Catalog][Nerve Center][Random][Post a Reply]
Delete Post [ ]
[]
[ / / / / / / / / / / / / / ] [ dir / random / 93 / biohzrd / hkacade / hkpnd / tct / utd / uy / yebalnia ]