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Janspiry
Image-Super-Resolution-via-Iterative-Refinement
Python2021–2021
Janspiry / Image-Super-Resolution-via-Iterative-Refinement

Image-Super-Resolution-via-Iterative-Refinement

Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch

5Distinct people
5Mentions
0Explicit recommenders
3.9KGitHub stars
REPOSITORY AT A GLANCE

What to know before exploring

What it is

Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch

GitHub

Where it is used

No documented product use has been verified yet.

What people are saying

No recommendation phrase was found in the indexed comments.

No classified warning is attached to this page. Read the discussions before treating silence as approval.

Also in these discussions

No other repository is repeatedly linked in the same discussions.

This week on Hacker News

Nov 7–Nov 14 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/14/2026, 5:04:57 PM UTC.

No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.

Mentions over time

HN mentions by week5 dated mentions

Observed mentions: 2021-08-31 08:57:32 UTC to 2021-11-13 15:13:15 UTC. Weeks start Monday, UTC.

01232021-08-30 00:00:00 UTC to 2021-09-06 00:00:00 UTC (exclusive): 3 mentions; 0 submissions, 3 commentsAug 302021-09-06 00:00:00 UTC to 2021-09-13 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2021-09-13 00:00:00 UTC to 2021-09-20 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2021-09-20 00:00:00 UTC to 2021-09-27 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2021-09-27 00:00:00 UTC to 2021-10-04 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2021-10-04 00:00:00 UTC to 2021-10-11 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 commentsOct 42021-10-11 00:00:00 UTC to 2021-10-18 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2021-10-18 00:00:00 UTC to 2021-10-25 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2021-10-25 00:00:00 UTC to 2021-11-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2021-11-01 00:00:00 UTC to 2021-11-08 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2021-11-08 00:00:00 UTC to 2021-11-15 00:00:00 UTC (exclusive): 2 mentions; 0 submissions, 2 commentsNov 8

Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.

View mention counts and date ranges
UTC ranges include their start and exclude their end. Select a period to filter the source evidence.
PeriodStart (UTC)End (exclusive, UTC)MentionsSubmissionsComments
Aug 302021-08-30 00:00:00 UTC2021-09-06 00:00:00 UTC303
Sep 62021-09-06 00:00:00 UTC2021-09-13 00:00:00 UTC000
Sep 132021-09-13 00:00:00 UTC2021-09-20 00:00:00 UTC000
Sep 202021-09-20 00:00:00 UTC2021-09-27 00:00:00 UTC000
Sep 272021-09-27 00:00:00 UTC2021-10-04 00:00:00 UTC000
Oct 42021-10-04 00:00:00 UTC2021-10-11 00:00:00 UTC000
Oct 112021-10-11 00:00:00 UTC2021-10-18 00:00:00 UTC000
Oct 182021-10-18 00:00:00 UTC2021-10-25 00:00:00 UTC000
Oct 252021-10-25 00:00:00 UTC2021-11-01 00:00:00 UTC000
Nov 12021-11-01 00:00:00 UTC2021-11-08 00:00:00 UTC000
Nov 82021-11-08 00:00:00 UTC2021-11-15 00:00:00 UTC202

What Hacker News says

5 sources
I am afraid these methods ("learn the typical detail and "re"-apply it") on the said context ("obtain telling detail where we miss it") would be "dreaming" the detail. There methods are for "beauty", not to "induce real facts": what is "probable" is not what is "real". -- Edit: I have an example for you. Check https://github.com/Janspiry/Image-Super-Resolution-via-Itera... and notice the black spot under the iris of the right eye, on the left: does the actual person really have it? It is not in the blurred source image, https://github.com/Janspiry/Image-Super-Resolution-via-Itera... . Now think of an "empiricist" perceptive instrument returning that kind of "noise"... -- I understand you work on the topic (ANN for assessment), so you surely meant something different that what contextually appears.
In Image Super-Resolution via Iterative Refinement
Here an unoffical implementation https://github.com/Janspiry/Image-Super-Resolution-via-Itera... Imagine a game using this tech, you could render a game in a lower resolution and possible get a better looking game. But then again they aren't yet dealing with temporal data. In the previous discussion https://news.ycombinator.com/item?id=27858893 they mentioned that it was only class conditional but it also seems to work on unconditional data.
In SR3: Iterative Image Enhancement

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