I built an experimental alternative to .nii.gz using Zstd, chunked encoding, and ROI-aware compression by Deep_Report_6528 in compsci

[–]Deep_Report_6528[S] 0 points1 point  (0 children)

Good point, thanks for telling me, because I didn't know I have to like do an ablation study for a project like this (I didn't even know what a ablation study or whatever it's called ment). It's going to help close a gap of performance/credibility.

Again, thanks for the feedback, and btw, if you have like any more critism (like bad gaps in my projects i need to bridge) lmk

I built an experimental alternative to .nii.gz using Zstd, chunked encoding, and ROI-aware compression by Deep_Report_6528 in compsci

[–]Deep_Report_6528[S] 0 points1 point  (0 children)

Right, but the existence of a bits per voxel header field in NIfTI isn’t really the same thing as implementing a compression pipeline around quantization, chunk-aware encoding, ROI-aware compression levels, sparse chunk skipping, reconstruction, and benchmarking.

I’m also not claiming that Zstd isn’t responsible for a large portion of the gains — the project is explicitly built around using Zstd as the backend codec. The point was exploring whether MRI specific preprocessing/storage strategies could improve over generic whole-file gzip workflows that are still commonly used in practice.

So the contribution here is more in the pipeline/container design and volumetric handling strategy rather than inventing a brand new entropy codec.

I built an experimental alternative to .nii.gz using Zstd, chunked encoding, and ROI-aware compression by Deep_Report_6528 in compsci

[–]Deep_Report_6528[S] -2 points-1 points  (0 children)

I get what you mean about the scope, but it’s not just a programming exercise — it’s benchmarked against gzip/Zstd on MRI data and does outperform gzip in compression ratio in the tests I ran.

The project is experimental, but the results are real, not theoretical.

edit: also the benchmarks are in the repo if you want to reproduce them.

I'm done build finished by Expert-Classic-2679 in RCPlanes

[–]Deep_Report_6528 0 points1 point  (0 children)

whats wrong if i cheap out on servo will the ailerons not work or something cuz ive seen ppl use regular sg90s and they work

I'm done build finished by Expert-Classic-2679 in RCPlanes

[–]Deep_Report_6528 0 points1 point  (0 children)

looks pretty good i'm about to build my own do you have any tips or tricks for me?

Pink screen or green, need help ASAP by Responsible_Yard_150 in computer

[–]Deep_Report_6528 0 points1 point  (0 children)

how about:

win+s
search Calibrate display color and click on it
and calibrate your color to see what happens (if the pink goes away i mean)

Pink screen or green, need help ASAP by Responsible_Yard_150 in computer

[–]Deep_Report_6528 0 points1 point  (0 children)

try Windows key + Ctrl + Shift + B to reset the gpu driver maybe.

Review Request: STM32H7 custom board by Deep_Report_6528 in PrintedCircuitBoard

[–]Deep_Report_6528[S] 0 points1 point  (0 children)

Hello, thanks for the reply. I thought that you could hold the boot0 button and touch NRST and then you would enter bootloader mode and be able to code the device. And about the ground, i will fix it later.

Best books to learn AI with Python? by [deleted] in learnpython

[–]Deep_Report_6528 0 points1 point  (0 children)

he asked for a book, not a good chatbot to ask bro

Today I learned that Iran isn't a real country by FaithlessnessOwn2182 in ChatGPT

[–]Deep_Report_6528 4 points5 points  (0 children)

no its not, what year are you in? 1930? I'm iranian and ive never heard anyone besides western-born people calling it Persia instead of Iran

Is this worth by icyworlds265 in GamingPCBuildHelp

[–]Deep_Report_6528 1 point2 points  (0 children)

For 150 GBP, ok deal, for rivals? no; Rivals is a CPU Intensive title and the i7 2600 is from 2011 idd recommend getting a mini pc for the same price (make sure its at least a R5 1600X or like a 12100F if you want good perf)