a1rb4Ck
a1rb4Ck on Hacker News
for forged parts, magnetic particle deposit might enhance defect under UV light. Here [0] is a crankshaft inspection method that mixed UV light with SSD detection.
[0]
https://doi.org/10.1007/s00170-020-06467-4
Very cool. Good luck! I used to work on this. Your synthetic dataset pipeline is really neat. A foundation model of molding defects might be feasible.
I hope you will also work on the whole inline quality control problem. From what I saw of the field, sometimes you only get the final quality days after painting, finishing or cool down of big parts. And the quality metric is notably undefined for visual defect, using the cad render as a reference is a good solution. Because plastic is so cheap and the process so stable, I have seen days of production shredded for a tiny perfectly repeated visual defects.
Injection molding machines are heavily instrumented [0] and I tried to mix in-mold sensors + process parameters + photo + thermography of hot parts [1] (sry it's in french, might find better doc later).
[0]
https://scholar.google.com/citations?view_op=view_citation&h...
[1]
https://a1rb4ck.github.io/phd/#[128,%22XYZ%22,85.039,614.438...
Actually, the french Panrama [1] invented by Philippe Jaulmes (1958) totally inspired the Imax Dome, after a demo the Expo'67 in Montreal [2].
The Panrama story is long, documents only in french, and I'm still learning bits. For la Géode, the Panrama team tried hard to make a deal to use their french-made tech, so they would have installed 4 smaller omni screens next to the big Imax dome. This was scrapped from the beginning, as la Géode was built on the Omnimax spec from the ground-up. The panrama team still managed to operate a 18m screen in Paris Montparnasse [3] (Espace Gaîté / now Théatre Rive Gauche), and there is one screen left fully equipped in Montpelier, but closed [4]. The Panrama tech was originally 16mm wide, then 35mm, and finally horizontal VistaVision 35mm.
[1] https://fr.m.wikipedia.org/wiki/Panrama
[2] https://vimeo.com/199136507
[3] https://www.panrama.net/pages/histoire.html
[4] https://www.dailymotion.com/video/x4htqhr
La Geode was an institutional place sold to the Pathé Gaumont cinema group in 2018. I got news in 2022 that the issue was that it's full of asbestos. I heard there is an ongoing legal procedural because it was not noticed in the contract..
I would really like to know more about what they are doing inside. I followed some architectural projects, and they might have removed the imax dome to operate a simpler wide screen + divided the place for others screens. So sad, it was one of the last omnispherical screen in France, there is only one left in Le Futuroscope.
A neighbor lab did some works about haptic feedback design for automotive touchscreens [1]. They worked on user comfort using fuzzy models. This could be implemented right now but it seems it's not automotive makers (thus casual customers) first priority. Why would we need good UI when driving is all autonomous.. [1]https//www.researchgate.net/publication/280047157_A_Fuzzy_Expert_Model_of_Haptic_Perception_for_Automobile_Touch-Screen_Displays