Some APIs an up-and-coming web platform engineer could easily knock out, to universal applause:
- brotli and zstd for Compression Streams
- ImageEncoder for Web Codecs
- ImageData in Custom Paint
- a CBOR encode/decode API
- a "fast JSON decode" w/ clean globals assurance
- brotli and zstd for Compression Streams
- ImageEncoder for Web Codecs
- ImageData in Custom Paint
- a CBOR encode/decode API
- a "fast JSON decode" w/ clean globals assurance
December 31, 2024 at 5:20 AM
Some APIs an up-and-coming web platform engineer could easily knock out, to universal applause:
- brotli and zstd for Compression Streams
- ImageEncoder for Web Codecs
- ImageData in Custom Paint
- a CBOR encode/decode API
- a "fast JSON decode" w/ clean globals assurance
- brotli and zstd for Compression Streams
- ImageEncoder for Web Codecs
- ImageData in Custom Paint
- a CBOR encode/decode API
- a "fast JSON decode" w/ clean globals assurance
I think this is a nice endpoint to have
May 11, 2026 at 12:06 PM
I think this is a nice endpoint to have
Imaging generates huge amounts of research data daily, but data alone isn't enough. Over time, it can lose context and reusability, even for its creators.
Want to learn more?
We are launching soon: "A FAIR Data Journey"!
#FAIRdata #ResearchData
@eurobioimaging.bsky.social
Want to learn more?
We are launching soon: "A FAIR Data Journey"!
#FAIRdata #ResearchData
@eurobioimaging.bsky.social
September 3, 2026 at 6:32 AM
🖥 How can bioimaging facilities scale analysis & ensure FAIR data provision?
At #ImageData Community Days, we explored high-performance computing at @vschpc.bsky.social + KU Leuven’s IT infrastructure for bioimage analysis. @sebastianmunck.bsky.social
🎥 Watch: youtu.be/XWmsOlbSdtQ
At #ImageData Community Days, we explored high-performance computing at @vschpc.bsky.social + KU Leuven’s IT infrastructure for bioimage analysis. @sebastianmunck.bsky.social
🎥 Watch: youtu.be/XWmsOlbSdtQ
Image Analysis on high-performance computing | HPC session
YouTube video by Euro-BioImaging Communication
youtu.be
June 24, 2025 at 3:05 PM
🖥 How can bioimaging facilities scale analysis & ensure FAIR data provision?
At #ImageData Community Days, we explored high-performance computing at @vschpc.bsky.social + KU Leuven’s IT infrastructure for bioimage analysis. @sebastianmunck.bsky.social
🎥 Watch: youtu.be/XWmsOlbSdtQ
At #ImageData Community Days, we explored high-performance computing at @vschpc.bsky.social + KU Leuven’s IT infrastructure for bioimage analysis. @sebastianmunck.bsky.social
🎥 Watch: youtu.be/XWmsOlbSdtQ
Servo Report Week 26 2025
Highlights from last week:
- Implement declarative shadow root support for async HTML parser
- Add CanvasPattern 'setTransform(transform)' method
- Make ImageData more spec compliant
- Various improvements to incremental layout
- servoshell: Enable accesskit integration
Highlights from last week:
- Implement declarative shadow root support for async HTML parser
- Add CanvasPattern 'setTransform(transform)' method
- Make ImageData more spec compliant
- Various improvements to incremental layout
- servoshell: Enable accesskit integration
July 3, 2025 at 2:09 PM
Servo Report Week 26 2025
Highlights from last week:
- Implement declarative shadow root support for async HTML parser
- Add CanvasPattern 'setTransform(transform)' method
- Make ImageData more spec compliant
- Various improvements to incremental layout
- servoshell: Enable accesskit integration
Highlights from last week:
- Implement declarative shadow root support for async HTML parser
- Add CanvasPattern 'setTransform(transform)' method
- Make ImageData more spec compliant
- Various improvements to incremental layout
- servoshell: Enable accesskit integration
Are you a student 🧑🎓 , group leader 🧑🔬 , data manager or imaging facility staff🔬 interested in #imagedata? Join the #EuroBioImaging Image Data Community Days, a FREE, online event taking place from 🗓️ April 7-11 to explore advancements in the field of image data.
More 🔽
https://buff.ly/3CHd9uf
More 🔽
https://buff.ly/3CHd9uf
February 20, 2025 at 6:18 AM
Are you a student 🧑🎓 , group leader 🧑🔬 , data manager or imaging facility staff🔬 interested in #imagedata? Join the #EuroBioImaging Image Data Community Days, a FREE, online event taking place from 🗓️ April 7-11 to explore advancements in the field of image data.
More 🔽
https://buff.ly/3CHd9uf
More 🔽
https://buff.ly/3CHd9uf
🔬 Imaging facilities play a role in making data FAIR!
The #ImageData Community Days brought together #EuroBioImaging nodes & bioimaging repositories to share how they’re bridging #FAIRdata principles & practice.
🎥 Watch the session: www.youtube.com/watch?v=ni35...
The #ImageData Community Days brought together #EuroBioImaging nodes & bioimaging repositories to share how they’re bridging #FAIRdata principles & practice.
🎥 Watch the session: www.youtube.com/watch?v=ni35...
July 1, 2025 at 9:19 AM
🔬 Imaging facilities play a role in making data FAIR!
The #ImageData Community Days brought together #EuroBioImaging nodes & bioimaging repositories to share how they’re bridging #FAIRdata principles & practice.
🎥 Watch the session: www.youtube.com/watch?v=ni35...
The #ImageData Community Days brought together #EuroBioImaging nodes & bioimaging repositories to share how they’re bridging #FAIRdata principles & practice.
🎥 Watch the session: www.youtube.com/watch?v=ni35...
ok this may have errors (it's suspiciously red tinted) but the basic idea stands- i am currently flipping my 2d typed array to an imagedata like this, by splitting my colors up into channels.
but isn't there a way to flip a 32 bit color with one assignment? i know i've seen. search is so broken.
but isn't there a way to flip a 32 bit color with one assignment? i know i've seen. search is so broken.
March 17, 2026 at 6:43 PM
ok this may have errors (it's suspiciously red tinted) but the basic idea stands- i am currently flipping my 2d typed array to an imagedata like this, by splitting my colors up into channels.
but isn't there a way to flip a 32 bit color with one assignment? i know i've seen. search is so broken.
but isn't there a way to flip a 32 bit color with one assignment? i know i've seen. search is so broken.
+Residual Image Error?
Void clear ImageBuffer [SAFE POST*] imageData,
size_*bufferSize)
{// Set all bytes in the buffer to 0 (black or transparent, depending on format) std::memset (imageData,
0,bufferSize);}
+Utilize EntopticAlgorithm in next [SAFE POST] in attempt to engage self filtered UEFI
Void clear ImageBuffer [SAFE POST*] imageData,
size_*bufferSize)
{// Set all bytes in the buffer to 0 (black or transparent, depending on format) std::memset (imageData,
0,bufferSize);}
+Utilize EntopticAlgorithm in next [SAFE POST] in attempt to engage self filtered UEFI
September 5, 2025 at 11:55 PM
+Residual Image Error?
Void clear ImageBuffer [SAFE POST*] imageData,
size_*bufferSize)
{// Set all bytes in the buffer to 0 (black or transparent, depending on format) std::memset (imageData,
0,bufferSize);}
+Utilize EntopticAlgorithm in next [SAFE POST] in attempt to engage self filtered UEFI
Void clear ImageBuffer [SAFE POST*] imageData,
size_*bufferSize)
{// Set all bytes in the buffer to 0 (black or transparent, depending on format) std::memset (imageData,
0,bufferSize);}
+Utilize EntopticAlgorithm in next [SAFE POST] in attempt to engage self filtered UEFI
This morning at the Image Data Community Days, we'll hear about #imagedata analysis & more at #EuroBioImaging Nodes, @france-bioimaging.bsky.social @ahklemm.bsky.social @sebastianmunck.bsky.social Learn how we can support your project!
Join🔽
www.eurobioimaging.eu/wp-content/u...
#ImagingCommunity
Join🔽
www.eurobioimaging.eu/wp-content/u...
#ImagingCommunity
April 7, 2025 at 7:25 AM
This morning at the Image Data Community Days, we'll hear about #imagedata analysis & more at #EuroBioImaging Nodes, @france-bioimaging.bsky.social @ahklemm.bsky.social @sebastianmunck.bsky.social Learn how we can support your project!
Join🔽
www.eurobioimaging.eu/wp-content/u...
#ImagingCommunity
Join🔽
www.eurobioimaging.eu/wp-content/u...
#ImagingCommunity
⏳️ Have you registered yet? #EuroBioImaging's Image Data Community Days event is happening next week. If you're curious about biological & preclinical #imagedata analysis, management, tools & more this event is for you.
Registration is FREE & open to all⤵️
www.eurobioimaging.eu/events/image...
Registration is FREE & open to all⤵️
www.eurobioimaging.eu/events/image...
April 10, 2026 at 4:26 PM
⏳️ Have you registered yet? #EuroBioImaging's Image Data Community Days event is happening next week. If you're curious about biological & preclinical #imagedata analysis, management, tools & more this event is for you.
Registration is FREE & open to all⤵️
www.eurobioimaging.eu/events/image...
Registration is FREE & open to all⤵️
www.eurobioimaging.eu/events/image...
Meet our Nodes! Katja Buhler, @vrvis.bsky.social, part of Austrian BioImaging/CMI Node, explains the #imagedata analysis services her team can provide to support #EuroBioImaging users in this short video.
Enjoy! 📺
youtu.be/I_PkU3eKC0U
Enjoy! 📺
youtu.be/I_PkU3eKC0U
How can Austrian BioImaging support your image analysis project?
YouTube video by Euro-BioImaging Communication
youtu.be
September 11, 2025 at 10:02 AM
Meet our Nodes! Katja Buhler, @vrvis.bsky.social, part of Austrian BioImaging/CMI Node, explains the #imagedata analysis services her team can provide to support #EuroBioImaging users in this short video.
Enjoy! 📺
youtu.be/I_PkU3eKC0U
Enjoy! 📺
youtu.be/I_PkU3eKC0U
How can you make bioimage analysis workflows more FAIR?
🎥 Watch our #ImageData Community Days session and learn how #EuroBioImaging Expert Group fosters collaboration to improve accessibility, interoperability & reproducibility.
🔗: www.youtube.com/watch?v=-vYY...
🎥 Watch our #ImageData Community Days session and learn how #EuroBioImaging Expert Group fosters collaboration to improve accessibility, interoperability & reproducibility.
🔗: www.youtube.com/watch?v=-vYY...
Intro to Image Analysis in Galaxy| FAIR workflows session
YouTube video by Euro-BioImaging Communication
www.youtube.com
July 3, 2025 at 8:32 PM
How can you make bioimage analysis workflows more FAIR?
🎥 Watch our #ImageData Community Days session and learn how #EuroBioImaging Expert Group fosters collaboration to improve accessibility, interoperability & reproducibility.
🔗: www.youtube.com/watch?v=-vYY...
🎥 Watch our #ImageData Community Days session and learn how #EuroBioImaging Expert Group fosters collaboration to improve accessibility, interoperability & reproducibility.
🔗: www.youtube.com/watch?v=-vYY...
btw @satania.bsky.social you were right, just using canvas to convert to imagedata is fine, thanks :)
December 5, 2024 at 1:51 PM
btw @satania.bsky.social you were right, just using canvas to convert to imagedata is fine, thanks :)
🙌 #EuroBioImaging attended #SPAOM2025 this week with the 🇪🇸 + 🇵🇹 imaging communities. 🔬
Some key moments:
- Our FAIR #ImageData satellite event
- Meeting with our Scientific Ambassadors
- Workshop on Impact of Imaging Core Facilities
Thanks to the organisers for this amazing conference! 🎉
Some key moments:
- Our FAIR #ImageData satellite event
- Meeting with our Scientific Ambassadors
- Workshop on Impact of Imaging Core Facilities
Thanks to the organisers for this amazing conference! 🎉
November 7, 2025 at 2:40 PM
🙌 #EuroBioImaging attended #SPAOM2025 this week with the 🇪🇸 + 🇵🇹 imaging communities. 🔬
Some key moments:
- Our FAIR #ImageData satellite event
- Meeting with our Scientific Ambassadors
- Workshop on Impact of Imaging Core Facilities
Thanks to the organisers for this amazing conference! 🎉
Some key moments:
- Our FAIR #ImageData satellite event
- Meeting with our Scientific Ambassadors
- Workshop on Impact of Imaging Core Facilities
Thanks to the organisers for this amazing conference! 🎉
AI is transforming research in the life sciences, but access remains limited.
🦒@ai4life.bsky.social addresses this challenge by providing access to FAIR AI models & AI-ready image-analysis datasets.
🎥Watch their talk from #ImageData Community Days:
youtu.be/JWpSbGUqYi8
🦒@ai4life.bsky.social addresses this challenge by providing access to FAIR AI models & AI-ready image-analysis datasets.
🎥Watch their talk from #ImageData Community Days:
youtu.be/JWpSbGUqYi8
AI4Life Open Calls and Challenges | AI4Life session
YouTube video by Euro-BioImaging Communication
youtu.be
July 15, 2025 at 5:21 PM
AI is transforming research in the life sciences, but access remains limited.
🦒@ai4life.bsky.social addresses this challenge by providing access to FAIR AI models & AI-ready image-analysis datasets.
🎥Watch their talk from #ImageData Community Days:
youtu.be/JWpSbGUqYi8
🦒@ai4life.bsky.social addresses this challenge by providing access to FAIR AI models & AI-ready image-analysis datasets.
🎥Watch their talk from #ImageData Community Days:
youtu.be/JWpSbGUqYi8
CPU ⚡ www.dwitter.net/d/33027 #javascript #tinycode #generativeart
B=t?[...A]:A=[D=new ImageData(c.width=w=480,w)]
x.putImageData(D,0,0)
for(k=3e5;k--;D.data[k*2+1]=t?A[k+F(n=(q=k%w>>5^(k/w>>5))+499*(t+q/9>>1)%4)+F(n+w)*w]=B[k]:A[k]=w*F(k))F=F=>S(F*F)>0?1:-1;
B=t?[...A]:A=[D=new ImageData(c.width=w=480,w)]
x.putImageData(D,0,0)
for(k=3e5;k--;D.data[k*2+1]=t?A[k+F(n=(q=k%w>>5^(k/w>>5))+499*(t+q/9>>1)%4)+F(n+w)*w]=B[k]:A[k]=w*F(k))F=F=>S(F*F)>0?1:-1;
January 3, 2025 at 8:20 PM
CPU ⚡ www.dwitter.net/d/33027 #javascript #tinycode #generativeart
B=t?[...A]:A=[D=new ImageData(c.width=w=480,w)]
x.putImageData(D,0,0)
for(k=3e5;k--;D.data[k*2+1]=t?A[k+F(n=(q=k%w>>5^(k/w>>5))+499*(t+q/9>>1)%4)+F(n+w)*w]=B[k]:A[k]=w*F(k))F=F=>S(F*F)>0?1:-1;
B=t?[...A]:A=[D=new ImageData(c.width=w=480,w)]
x.putImageData(D,0,0)
for(k=3e5;k--;D.data[k*2+1]=t?A[k+F(n=(q=k%w>>5^(k/w>>5))+499*(t+q/9>>1)%4)+F(n+w)*w]=B[k]:A[k]=w*F(k))F=F=>S(F*F)>0?1:-1;
https://developer.mozilla.org/en-US/docs/Web/API/ImageData/colorSpace
ImageData: colorSpace property - Web APIs | MDN
developer.mozilla.org
June 28, 2026 at 6:08 AM
https://developer.mozilla.org/en-US/docs/Web/API/ImageData/colorSpace
So you can decode an image from a Blob into an ImageBitmap, but you can't access the pixels from ImageBitmap. Instead you need to construct an OffscreenCanvas, draw it to the canvas, and then read the pixels back from the canvas into ImageData???
This shit is stupid I stg im gonna scream
This shit is stupid I stg im gonna scream
September 9, 2025 at 1:27 AM
So you can decode an image from a Blob into an ImageBitmap, but you can't access the pixels from ImageBitmap. Instead you need to construct an OffscreenCanvas, draw it to the canvas, and then read the pixels back from the canvas into ImageData???
This shit is stupid I stg im gonna scream
This shit is stupid I stg im gonna scream
How can you improve workflow and accuracy in preclinical imaging?
At #ImageData Community Days, #EuroBioimaging nodes and external researchers introduced a diverse range of tools to enhance data processing and analysis.
🎥Catch up here:
www.youtube.com/watch?v=Ey1J...
At #ImageData Community Days, #EuroBioimaging nodes and external researchers introduced a diverse range of tools to enhance data processing and analysis.
🎥Catch up here:
www.youtube.com/watch?v=Ey1J...
Multi-omics atlases - Integrating multimodal data across scales | Multiomics session
Speaker: Tobias Peherstorfer, VRVis / Austrian BioimagingPresentation from “Euro-BioImaging Image Data Community Days 2025” (April 7-11, 2025)For more inform...
www.youtube.com
July 10, 2025 at 11:03 AM
How can you improve workflow and accuracy in preclinical imaging?
At #ImageData Community Days, #EuroBioimaging nodes and external researchers introduced a diverse range of tools to enhance data processing and analysis.
🎥Catch up here:
www.youtube.com/watch?v=Ey1J...
At #ImageData Community Days, #EuroBioimaging nodes and external researchers introduced a diverse range of tools to enhance data processing and analysis.
🎥Catch up here:
www.youtube.com/watch?v=Ey1J...
then at the end, in addition to doing the usual putImageData, you also need to do a set operation on the imagedata to attach the buffer to it. i tried doing this once at setup but it seems you do need to do it every frame.
that seems potentially expensive if it's writing every pixel in there.
that seems potentially expensive if it's writing every pixel in there.
March 17, 2026 at 8:42 PM
then at the end, in addition to doing the usual putImageData, you also need to do a set operation on the imagedata to attach the buffer to it. i tried doing this once at setup but it seems you do need to do it every frame.
that seems potentially expensive if it's writing every pixel in there.
that seems potentially expensive if it's writing every pixel in there.
📣 Registration has just opened for our Image Processing with #Python course.
The workshop will guide you through the fundamentals of image processing and is ideal for researchers producing large volumes of #ImageData.
buff.ly/8uqZ9AT
#training
The workshop will guide you through the fundamentals of image processing and is ideal for researchers producing large volumes of #ImageData.
buff.ly/8uqZ9AT
#training
Image Processing with Python
This Image Processing carpentry workshop uses Python and skimage to allow researchers to do fundamental image processing as part of their analyses. A working knowledge of Python and some previous…
buff.ly
April 21, 2025 at 9:01 AM
📣 Registration has just opened for our Image Processing with #Python course.
The workshop will guide you through the fundamentals of image processing and is ideal for researchers producing large volumes of #ImageData.
buff.ly/8uqZ9AT
#training
The workshop will guide you through the fundamentals of image processing and is ideal for researchers producing large volumes of #ImageData.
buff.ly/8uqZ9AT
#training
🦖 Random MDN: ImageData: pixelFormat property 🦖
https://developer.mozilla.org/en-US/docs/Web/API/ImageData/pixelFormat
The read-only ImageData.pixelFormat property is a string indicating the pixel format of the image data.
#webdev
https://developer.mozilla.org/en-US/docs/Web/API/ImageData/pixelFormat
The read-only ImageData.pixelFormat property is a string indicating the pixel format of the image data.
#webdev
ImageData: pixelFormat property
The read-only ImageData.pixelFormat property is a string indicating the pixel format of the image data.
developer.mozilla.org
September 15, 2025 at 6:28 PM
🦖 Random MDN: ImageData: pixelFormat property 🦖
https://developer.mozilla.org/en-US/docs/Web/API/ImageData/pixelFormat
The read-only ImageData.pixelFormat property is a string indicating the pixel format of the image data.
#webdev
https://developer.mozilla.org/en-US/docs/Web/API/ImageData/pixelFormat
The read-only ImageData.pixelFormat property is a string indicating the pixel format of the image data.
#webdev
🥼As a researcher, analyst, and clinician, you can improve the predictability of clinical outcomes.
Discover at #ImageData Community Days’ Medical Data Space session advanced tools for analyzing clinical datasets.
🎥Watch here:
youtu.be/hulK8DWqjzY?...
Discover at #ImageData Community Days’ Medical Data Space session advanced tools for analyzing clinical datasets.
🎥Watch here:
youtu.be/hulK8DWqjzY?...
July 9, 2025 at 8:07 AM
🥼As a researcher, analyst, and clinician, you can improve the predictability of clinical outcomes.
Discover at #ImageData Community Days’ Medical Data Space session advanced tools for analyzing clinical datasets.
🎥Watch here:
youtu.be/hulK8DWqjzY?...
Discover at #ImageData Community Days’ Medical Data Space session advanced tools for analyzing clinical datasets.
🎥Watch here:
youtu.be/hulK8DWqjzY?...
Did you miss the Euro-BioImaging Image Data Community Days?
We’ve got you covered!
🎥 We're sharing our event recordings on YouTube, covering from FAIR data and AI to medical image.
🛎️ Follow our channel to stay updated: www.youtube.com/@EuroBioImagingCommunication
#EuroBioimaging #ImageData
We’ve got you covered!
🎥 We're sharing our event recordings on YouTube, covering from FAIR data and AI to medical image.
🛎️ Follow our channel to stay updated: www.youtube.com/@EuroBioImagingCommunication
#EuroBioimaging #ImageData
June 16, 2025 at 8:52 AM
Did you miss the Euro-BioImaging Image Data Community Days?
We’ve got you covered!
🎥 We're sharing our event recordings on YouTube, covering from FAIR data and AI to medical image.
🛎️ Follow our channel to stay updated: www.youtube.com/@EuroBioImagingCommunication
#EuroBioimaging #ImageData
We’ve got you covered!
🎥 We're sharing our event recordings on YouTube, covering from FAIR data and AI to medical image.
🛎️ Follow our channel to stay updated: www.youtube.com/@EuroBioImagingCommunication
#EuroBioimaging #ImageData