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Hot data science related posts every hour. Chat: https://telegram.me/r_channels Contacts: @lgyanf
[oc] What do Democrats and Republicans think of 39 different industries?
https://redd.it/z3jor4
@datascientology
Where do most states publish the payments made to organizations and businesses?
I am trying to find out who different departments pay for certain services
/r/datasets
https://redd.it/z32t0z
Most searched toys/consoles in each country
https://redd.it/z2r2yg
@datascientology
Qatar not looking good as clearly the least sustainable country in the world on a per capita basis.
https://ourworldindata.org/grapher/per-capita-co2-by-fuel?time=2019&country=CHN~USA~OWID_WRL~IND~GBR~BRA~AUS~SWE~FRA~DEU~ZAF~QAT~SAU
/r/dataisbeautiful
https://redd.it/z3c7d5
Names for Germany in different languages. Slavic names come from the word "nem" = "mute" as opposed to word for Slavs themselves "Sloveni, Slovjani, Slovani" = "those who can speak"
/r/MapPorn
https://redd.it/z2nq2e
[OC] I logged all of my received mail between January 1, 2022 to August 1, 2022 and plotted the data in a Sankey diagram.
/r/dataisbeautiful
https://redd.it/z3ah0r
[OC] Rate of water quality violations in the US
/r/dataisbeautiful
https://redd.it/z31ypj
Every FORD F150 F-Series Pickup Truck
/r/Infographics
https://redd.it/z2siha
Roads of the World [OC]
/r/dataisbeautiful
https://redd.it/z2v6vr
How rich is Elon Musk? A side scrolling adventure
https://engaging-data.com/how-rich-is-elon-musk/
/r/dataisbeautiful
https://redd.it/z2w2sb
Calculate the eigenvalues and eigenvectors
/r/mathpics
https://redd.it/z2jh3s
Project Background removal tool based on our recent work "Revisiting Image Pyramid Structure for High Resolution Salient Object Detection"
We made a background removal tool named as transparent-background based on our recent work "Revisiting Image Pyramid Structure for High Resolution Salient Object Detection (InSPyReNet)" which will be published in ACCV 2022.
For better performance, we trained our model on various salient object detection datasets which are publicly available. We think our tool actually works better than currently available tools like Apple's recent background removal tool for IOS and macOS, or https://www.remove.bg.
You can use our tool as a command-line tool or python API.
Please visit our github repository and try out your images and videos.
transparent-background: https://github.com/plemeri/transparent-background
InSPyReNet: https://github.com/plemeri/InSPyReNet
Here is a sample result of apple's recent background removal tool and our tool.
Input image
Result from Apple's recent background removal tool
Result from our tool \\"transparent-background\\"
/r/MachineLearning
https://redd.it/z2n3cl
[OC] Most searched toys in each country (and other categories)
https://redd.it/z2qyby
@datascientology
[OC] US Eviction Prevalence: 2000 - 2018
/r/dataisbeautiful
https://redd.it/z2hd7n
The EU has imported €43 billion worth fossil fuels from Russia since the invasion of Ukraine
/r/MapPorn
https://redd.it/z2lo05
The spicier people tend to eat per area the darker the color
/r/MapPorn
https://redd.it/z3k6fr
[OC] The cost of the 2022 FIFA World Cup in Qatar is astronomical, even when comparing to the GDP of the host country in the host year.
https://redd.it/z3g4e4
@datascientology
R MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge - NVIDIA et al / Linxi Fan et al 2022
Website: https://minedojo.org
NeurIPS: https://neurips.cc/virtual/2022/poster/55737
Arxiv: https://arxiv.org/abs/2206.08853
Code, models, tools: https://github.com/MineDojo
Abstract:
>Autonomous agents have made great strides in specialist domains like Atari games and Go. However, they typically learn tabula rasa in isolated environments with limited and manually conceived objectives, thus failing to generalize across a wide spectrum of tasks and capabilities. Inspired by how humans continually learn and adapt in the open world, we advocate a trinity of ingredients for building generalist agents: 1) an environment that supports a multitude of tasks and goals, 2) a large-scale database of multimodal knowledge, and 3) a flexible and scalable agent architecture. We introduce MineDojo, a new framework built on the popular Minecraft game that features a simulation suite with thousands of diverse open-ended tasks and an internet-scale knowledge base with Minecraft videos, tutorials, wiki pages, and forum discussions. Using MineDojo's data, we propose a novel agent learning algorithm that leverages large pre-trained video-language models as a learned reward function. Our agent is able to solve a variety of open-ended tasks specified in free-form language without any manually designed dense shaping reward. We open-source the simulation suite, knowledge bases, algorithm implementation, and pretrained models (this https URL) to promote research towards the goal of generally capable embodied agents.
https://preview.redd.it/k2vzjtgn0s1a1.jpg?width=1348&format=pjpg&auto=webp&s=fe7ca576e9d33914c7be76d2f9acf08f46c620d5
https://preview.redd.it/khsn1xgn0s1a1.jpg?width=1207&format=pjpg&auto=webp&s=545fd28a1ff58d03b2e6f930bed6cf5532ab441d
https://preview.redd.it/msq3zzgn0s1a1.jpg?width=1382&format=pjpg&auto=webp&s=ed8611deeba70499f1574e21729cf4c4dd67d847
https://preview.redd.it/4ufw0ygn0s1a1.jpg?width=1502&format=pjpg&auto=webp&s=b3e3a901f4384557b2acce819389d2d16243cd9d
https://preview.redd.it/faa7o2hn0s1a1.jpg?width=1350&format=pjpg&auto=webp&s=0bc9795118f2beb7783cd1da479dba9d2643c06b
/r/MachineLearning
https://redd.it/z32ibx
Casual What do you call this bug? (Everyone)
https://docs.google.com/forms/d/e/1FAIpQLScuZwMRtBU6LsusUGETb0G9QpBEevUz\_gzh8xkEpz7sKnTK4g/viewform?vc=0&c=0&w=1&flr=0
/r/SampleSize
https://redd.it/z352re
50% of NaN in a important column
I'm having an issue where an important column is missing about 50% of values (NaN). Do you perhaps have some suggestions, besides interpolating, dropping rows and dropping columns?
/r/datascience
https://redd.it/z2vauj
European langauges difficulty map, this is why you should not underestimate languages.
/r/MapPorn
https://redd.it/z2tnwg
Manchester United may be up for sale, so is the team profitable? [OC]
/r/dataisbeautiful
https://redd.it/z2rx3w
US Firearm Mortality Rates by State
/r/MapPorn
https://redd.it/z2w80c
Can You Visit China Without a VISA?
/r/MapPorn
https://redd.it/z2wuvy
Parametric equation for a hamburger: x(t)=sin(tan(t)), y(t)= cos(t)
/r/mathpics
https://redd.it/yzsv4l
Cause |足球-फ़ुटबॉल|<|足球-Футбол|
/r/dataisugly
https://redd.it/z1ur6z
[OC] Words That Are Used More Often In 2022
/r/dataisbeautiful
https://redd.it/z29e9t
[D] Schmidhuber: LeCun's "5 best ideas 2012-22” are mostly from my lab, and older
Twitter link: https://twitter.com/SchmidhuberAI/status/1594964463727570945?s=20&t=sfyH7mezXDl_E6tZR93khg
Blog post: https://people.idsia.ch/~juergen/lecun-rehash-1990-2022.html#addendum2
Schmidhuber strikes back against Lecun again
/r/MachineLearning
https://redd.it/z2hr3p
Finished my first year in Scotland - made a quilt of the daily temps as a reminder
https://reddit.com/r/Scotland/comments/z1q8dr/finished_my_first_year_in_scotland_made_a_quilt/
/r/dataisbeautiful
https://redd.it/z2jwni
