Build Custom Image Segmentation Model Using YOLOv8 and SAM
https://www.reddit.com/r/programming/comments/1rsg1i4/build_custom_image_segmentation_model_using/
<!-- SC_OFF -->For anyone studying image segmentation and the Segment Anything Model (SAM), the following resources explain how to build a custom segmentation model by leveraging the strengths of YOLOv8 and SAM. The tutorial demonstrates how to generate high-quality masks and datasets efficiently, focusing on the practical integration of these two architectures for computer vision tasks. Link to the post for Medium users : https://medium.com/image-segmentation-tutorials/segment-anything-tutorial-generate-yolov8-masks-fast-2e49d3598578 You can find more computer vision tutorials in my blog page : https://eranfeit.net/blog/ Video explanation: https://youtu.be/8cir9HkenEY Written explanation with code: https://eranfeit.net/segment-anything-tutorial-generate-yolov8-masks-fast/ This content is for educational purposes only. Constructive feedback is welcome. Eran Feit <!-- SC_ON --> submitted by /u/Feitgemel (https://www.reddit.com/user/Feitgemel)
[link] (https://eranfeit.net/segment-anything-tutorial-generate-yolov8-masks-fast/) [comments] (https://www.reddit.com/r/programming/comments/1rsg1i4/build_custom_image_segmentation_model_using/)
https://www.reddit.com/r/programming/comments/1rsg1i4/build_custom_image_segmentation_model_using/
<!-- SC_OFF -->For anyone studying image segmentation and the Segment Anything Model (SAM), the following resources explain how to build a custom segmentation model by leveraging the strengths of YOLOv8 and SAM. The tutorial demonstrates how to generate high-quality masks and datasets efficiently, focusing on the practical integration of these two architectures for computer vision tasks. Link to the post for Medium users : https://medium.com/image-segmentation-tutorials/segment-anything-tutorial-generate-yolov8-masks-fast-2e49d3598578 You can find more computer vision tutorials in my blog page : https://eranfeit.net/blog/ Video explanation: https://youtu.be/8cir9HkenEY Written explanation with code: https://eranfeit.net/segment-anything-tutorial-generate-yolov8-masks-fast/ This content is for educational purposes only. Constructive feedback is welcome. Eran Feit <!-- SC_ON --> submitted by /u/Feitgemel (https://www.reddit.com/user/Feitgemel)
[link] (https://eranfeit.net/segment-anything-tutorial-generate-yolov8-masks-fast/) [comments] (https://www.reddit.com/r/programming/comments/1rsg1i4/build_custom_image_segmentation_model_using/)
Fenwick layout for interval trees
https://www.reddit.com/r/programming/comments/1rsgo6k/fenwick_layout_for_interval_trees/
submitted by /u/fagnerbrack (https://www.reddit.com/user/fagnerbrack)
[link] (https://purplesyringa.moe/blog/fenwick-layout-for-interval-trees/) [comments] (https://www.reddit.com/r/programming/comments/1rsgo6k/fenwick_layout_for_interval_trees/)
https://www.reddit.com/r/programming/comments/1rsgo6k/fenwick_layout_for_interval_trees/
submitted by /u/fagnerbrack (https://www.reddit.com/user/fagnerbrack)
[link] (https://purplesyringa.moe/blog/fenwick-layout-for-interval-trees/) [comments] (https://www.reddit.com/r/programming/comments/1rsgo6k/fenwick_layout_for_interval_trees/)
“You’re absolutely right!" An Allegory for Agentic Coding
https://www.reddit.com/r/programming/comments/1rshmdy/youre_absolutely_right_an_allegory_for_agentic/
submitted by /u/aivarannamaa (https://www.reddit.com/user/aivarannamaa)
[link] (https://wiredsis.medium.com/youre-absolutely-right-2f4281e0f950) [comments] (https://www.reddit.com/r/programming/comments/1rshmdy/youre_absolutely_right_an_allegory_for_agentic/)
https://www.reddit.com/r/programming/comments/1rshmdy/youre_absolutely_right_an_allegory_for_agentic/
submitted by /u/aivarannamaa (https://www.reddit.com/user/aivarannamaa)
[link] (https://wiredsis.medium.com/youre-absolutely-right-2f4281e0f950) [comments] (https://www.reddit.com/r/programming/comments/1rshmdy/youre_absolutely_right_an_allegory_for_agentic/)
Full Source Code of Sweden's E-Government Platform Leaked From Compromised CGI Sverige Infrastructure
https://www.reddit.com/r/programming/comments/1rsm1z1/full_source_code_of_swedens_egovernment_platform/
submitted by /u/SpecialistLady (https://www.reddit.com/user/SpecialistLady)
[link] (https://darkwebinformer.com/full-source-code-of-swedens-e-government-platform-leaked-from-compromised-cgi-sverige-infrastructure/) [comments] (https://www.reddit.com/r/programming/comments/1rsm1z1/full_source_code_of_swedens_egovernment_platform/)
https://www.reddit.com/r/programming/comments/1rsm1z1/full_source_code_of_swedens_egovernment_platform/
submitted by /u/SpecialistLady (https://www.reddit.com/user/SpecialistLady)
[link] (https://darkwebinformer.com/full-source-code-of-swedens-e-government-platform-leaked-from-compromised-cgi-sverige-infrastructure/) [comments] (https://www.reddit.com/r/programming/comments/1rsm1z1/full_source_code_of_swedens_egovernment_platform/)
Vite 8.0 Is Out
https://www.reddit.com/r/programming/comments/1rsmz9u/vite_80_is_out/
submitted by /u/iamkeyur (https://www.reddit.com/user/iamkeyur)
[link] (https://vite.dev/blog/announcing-vite8) [comments] (https://www.reddit.com/r/programming/comments/1rsmz9u/vite_80_is_out/)
https://www.reddit.com/r/programming/comments/1rsmz9u/vite_80_is_out/
submitted by /u/iamkeyur (https://www.reddit.com/user/iamkeyur)
[link] (https://vite.dev/blog/announcing-vite8) [comments] (https://www.reddit.com/r/programming/comments/1rsmz9u/vite_80_is_out/)
I Spent Way Too Long Making a Python Audio Equalizer and Learned a Lot | by Keepingupwithriya | Mar, 2026
https://www.reddit.com/r/programming/comments/1rsr9s8/i_spent_way_too_long_making_a_python_audio/
submitted by /u/riyaaaaaa_20 (https://www.reddit.com/user/riyaaaaaa_20)
[link] (https://medium.com/@keepingupwithriya/i-spent-way-too-long-making-a-python-audio-equalizer-and-learned-a-lot-6a2e8ff35d08) [comments] (https://www.reddit.com/r/programming/comments/1rsr9s8/i_spent_way_too_long_making_a_python_audio/)
https://www.reddit.com/r/programming/comments/1rsr9s8/i_spent_way_too_long_making_a_python_audio/
submitted by /u/riyaaaaaa_20 (https://www.reddit.com/user/riyaaaaaa_20)
[link] (https://medium.com/@keepingupwithriya/i-spent-way-too-long-making-a-python-audio-equalizer-and-learned-a-lot-6a2e8ff35d08) [comments] (https://www.reddit.com/r/programming/comments/1rsr9s8/i_spent_way_too_long_making_a_python_audio/)
chicken nuget | daniel.haxx.se [curl on nuget.org]
https://www.reddit.com/r/programming/comments/1rst57v/chicken_nuget_danielhaxxse_curl_on_nugetorg/
submitted by /u/cake-day-on-feb-29 (https://www.reddit.com/user/cake-day-on-feb-29)
[link] (https://daniel.haxx.se/blog/2026/03/12/chicken-nuget/) [comments] (https://www.reddit.com/r/programming/comments/1rst57v/chicken_nuget_danielhaxxse_curl_on_nugetorg/)
https://www.reddit.com/r/programming/comments/1rst57v/chicken_nuget_danielhaxxse_curl_on_nugetorg/
submitted by /u/cake-day-on-feb-29 (https://www.reddit.com/user/cake-day-on-feb-29)
[link] (https://daniel.haxx.se/blog/2026/03/12/chicken-nuget/) [comments] (https://www.reddit.com/r/programming/comments/1rst57v/chicken_nuget_danielhaxxse_curl_on_nugetorg/)
What we learned from a 22-Day storage bug (and how we fixed it)
https://www.reddit.com/r/programming/comments/1rstg7m/what_we_learned_from_a_22day_storage_bug_and_how/
submitted by /u/Dear-Economics-315 (https://www.reddit.com/user/Dear-Economics-315)
[link] (https://www.mux.com/blog/22-day-storage-bug) [comments] (https://www.reddit.com/r/programming/comments/1rstg7m/what_we_learned_from_a_22day_storage_bug_and_how/)
https://www.reddit.com/r/programming/comments/1rstg7m/what_we_learned_from_a_22day_storage_bug_and_how/
submitted by /u/Dear-Economics-315 (https://www.reddit.com/user/Dear-Economics-315)
[link] (https://www.mux.com/blog/22-day-storage-bug) [comments] (https://www.reddit.com/r/programming/comments/1rstg7m/what_we_learned_from_a_22day_storage_bug_and_how/)
RSL: Really Simple Licensing
https://www.reddit.com/r/programming/comments/1rswtej/rsl_really_simple_licensing/
submitted by /u/fagnerbrack (https://www.reddit.com/user/fagnerbrack)
[link] (https://rslstandard.org/) [comments] (https://www.reddit.com/r/programming/comments/1rswtej/rsl_really_simple_licensing/)
https://www.reddit.com/r/programming/comments/1rswtej/rsl_really_simple_licensing/
submitted by /u/fagnerbrack (https://www.reddit.com/user/fagnerbrack)
[link] (https://rslstandard.org/) [comments] (https://www.reddit.com/r/programming/comments/1rswtej/rsl_really_simple_licensing/)
Race conditions in generated code (tested across 10 models, 5 runs)
https://www.reddit.com/r/programming/comments/1rsx3bo/race_conditions_in_generated_code_tested_across/
<!-- SC_OFF -->Most of the web apps I've reviewed over the last year have had race conditions around the LLM requests. I ran a test and found it was systematic. Ten of the most popular LLMs used for coding produce the same race condition by default. They can all resolve the issue if prompted. Here's a full write-up and a link to a Jupyter Notebook if you want to verify. <!-- SC_ON --> submitted by /u/Apprehensive-Put-822 (https://www.reddit.com/user/Apprehensive-Put-822)
[link] (https://forward.deployed.agency/blog/check-call-deduct) [comments] (https://www.reddit.com/r/programming/comments/1rsx3bo/race_conditions_in_generated_code_tested_across/)
https://www.reddit.com/r/programming/comments/1rsx3bo/race_conditions_in_generated_code_tested_across/
<!-- SC_OFF -->Most of the web apps I've reviewed over the last year have had race conditions around the LLM requests. I ran a test and found it was systematic. Ten of the most popular LLMs used for coding produce the same race condition by default. They can all resolve the issue if prompted. Here's a full write-up and a link to a Jupyter Notebook if you want to verify. <!-- SC_ON --> submitted by /u/Apprehensive-Put-822 (https://www.reddit.com/user/Apprehensive-Put-822)
[link] (https://forward.deployed.agency/blog/check-call-deduct) [comments] (https://www.reddit.com/r/programming/comments/1rsx3bo/race_conditions_in_generated_code_tested_across/)
Conditional Impls
https://www.reddit.com/r/programming/comments/1rt18qa/conditional_impls/
submitted by /u/alilleybrinker (https://www.reddit.com/user/alilleybrinker)
[link] (https://www.possiblerust.com/pattern/conditional-impls) [comments] (https://www.reddit.com/r/programming/comments/1rt18qa/conditional_impls/)
https://www.reddit.com/r/programming/comments/1rt18qa/conditional_impls/
submitted by /u/alilleybrinker (https://www.reddit.com/user/alilleybrinker)
[link] (https://www.possiblerust.com/pattern/conditional-impls) [comments] (https://www.reddit.com/r/programming/comments/1rt18qa/conditional_impls/)
Jerry Lawson Doodle is Turing-Complete
https://www.reddit.com/r/programming/comments/1rt1oft/jerry_lawson_doodle_is_turingcomplete/
<!-- SC_OFF -->This system actually fulfills all of the Turing-completeness requirements. -It has an unbounded memory system (i.e. the infinite level editor)
-It has conditional branching in the form of portals
-It can loop arbitrarily (if you program it right)
-It can store memory and read it whenever needed in the form of pushable blocks. In this full adder, a 0 means collecting the key with the Jerry on the left and making the right Jerry fall, while a 1 means making the Jerry on the left go through the portal, allowing the right Jerry to go to the portal on the right. If you input a 0, walk left until the left Jerry pops out. If you input a 1, walk right and jump (jumping isn't necessary to enter the portal as the right Jerry) For the sum and carry blocks, left=0, right=1. Enter the portal whose number is 1 more than the one you came out of in the carry block section. A NAND gate is easily constructible if you put 2 keys and 2 locks instead. <!-- SC_ON --> submitted by /u/TeamReamy2 (https://www.reddit.com/user/TeamReamy2)
[link] (https://share.google/BlMKq4FQPCy5a0Ss7) [comments] (https://www.reddit.com/r/programming/comments/1rt1oft/jerry_lawson_doodle_is_turingcomplete/)
https://www.reddit.com/r/programming/comments/1rt1oft/jerry_lawson_doodle_is_turingcomplete/
<!-- SC_OFF -->This system actually fulfills all of the Turing-completeness requirements. -It has an unbounded memory system (i.e. the infinite level editor)
-It has conditional branching in the form of portals
-It can loop arbitrarily (if you program it right)
-It can store memory and read it whenever needed in the form of pushable blocks. In this full adder, a 0 means collecting the key with the Jerry on the left and making the right Jerry fall, while a 1 means making the Jerry on the left go through the portal, allowing the right Jerry to go to the portal on the right. If you input a 0, walk left until the left Jerry pops out. If you input a 1, walk right and jump (jumping isn't necessary to enter the portal as the right Jerry) For the sum and carry blocks, left=0, right=1. Enter the portal whose number is 1 more than the one you came out of in the carry block section. A NAND gate is easily constructible if you put 2 keys and 2 locks instead. <!-- SC_ON --> submitted by /u/TeamReamy2 (https://www.reddit.com/user/TeamReamy2)
[link] (https://share.google/BlMKq4FQPCy5a0Ss7) [comments] (https://www.reddit.com/r/programming/comments/1rt1oft/jerry_lawson_doodle_is_turingcomplete/)
How to use storytelling to fit inline assembly into Rust
https://www.reddit.com/r/programming/comments/1rt6j2z/how_to_use_storytelling_to_fit_inline_assembly/
submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://www.ralfj.de/blog/2026/03/13/inline-asm.html) [comments] (https://www.reddit.com/r/programming/comments/1rt6j2z/how_to_use_storytelling_to_fit_inline_assembly/)
https://www.reddit.com/r/programming/comments/1rt6j2z/how_to_use_storytelling_to_fit_inline_assembly/
submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://www.ralfj.de/blog/2026/03/13/inline-asm.html) [comments] (https://www.reddit.com/r/programming/comments/1rt6j2z/how_to_use_storytelling_to_fit_inline_assembly/)
Computing in freedom with GNU Emacs
https://www.reddit.com/r/programming/comments/1rt6jmq/computing_in_freedom_with_gnu_emacs/
submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://protesilaos.com/codelog/2026-03-13-computing-in-freedom-with-gnu-emacs/) [comments] (https://www.reddit.com/r/programming/comments/1rt6jmq/computing_in_freedom_with_gnu_emacs/)
https://www.reddit.com/r/programming/comments/1rt6jmq/computing_in_freedom_with_gnu_emacs/
submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://protesilaos.com/codelog/2026-03-13-computing-in-freedom-with-gnu-emacs/) [comments] (https://www.reddit.com/r/programming/comments/1rt6jmq/computing_in_freedom_with_gnu_emacs/)
Reinventing Python's AsyncIO
https://www.reddit.com/r/programming/comments/1rt6jum/reinventing_pythons_asyncio/
submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://blog.baro.dev/p/reinventing-pythons-asyncio) [comments] (https://www.reddit.com/r/programming/comments/1rt6jum/reinventing_pythons_asyncio/)
https://www.reddit.com/r/programming/comments/1rt6jum/reinventing_pythons_asyncio/
submitted by /u/ketralnis (https://www.reddit.com/user/ketralnis)
[link] (https://blog.baro.dev/p/reinventing-pythons-asyncio) [comments] (https://www.reddit.com/r/programming/comments/1rt6jum/reinventing_pythons_asyncio/)
What I learned trying to block web scraping and bots
https://www.reddit.com/r/programming/comments/1rte5ui/what_i_learned_trying_to_block_web_scraping_and/
submitted by /u/ReditusReditai (https://www.reddit.com/user/ReditusReditai)
[link] (https://developerwithacat.com/blog/202603/block-bots-scraping-ways/) [comments] (https://www.reddit.com/r/programming/comments/1rte5ui/what_i_learned_trying_to_block_web_scraping_and/)
https://www.reddit.com/r/programming/comments/1rte5ui/what_i_learned_trying_to_block_web_scraping_and/
submitted by /u/ReditusReditai (https://www.reddit.com/user/ReditusReditai)
[link] (https://developerwithacat.com/blog/202603/block-bots-scraping-ways/) [comments] (https://www.reddit.com/r/programming/comments/1rte5ui/what_i_learned_trying_to_block_web_scraping_and/)
The Roadmap Is Not the System
https://www.reddit.com/r/programming/comments/1rtetmn/the_roadmap_is_not_the_system/
submitted by /u/SpecialistLady (https://www.reddit.com/user/SpecialistLady)
[link] (https://yusufaytas.com/the-roadmap-is-not-the-system/) [comments] (https://www.reddit.com/r/programming/comments/1rtetmn/the_roadmap_is_not_the_system/)
https://www.reddit.com/r/programming/comments/1rtetmn/the_roadmap_is_not_the_system/
submitted by /u/SpecialistLady (https://www.reddit.com/user/SpecialistLady)
[link] (https://yusufaytas.com/the-roadmap-is-not-the-system/) [comments] (https://www.reddit.com/r/programming/comments/1rtetmn/the_roadmap_is_not_the_system/)
The 2FA app that tells you when you get `314159`
https://www.reddit.com/r/programming/comments/1rtfdul/the_2fa_app_that_tells_you_when_you_get_314159/
submitted by /u/jacobs-tech-tavern (https://www.reddit.com/user/jacobs-tech-tavern)
[link] (https://blog.jacobstechtavern.com/p/building-a-2fa-app-that-detects-patterns) [comments] (https://www.reddit.com/r/programming/comments/1rtfdul/the_2fa_app_that_tells_you_when_you_get_314159/)
https://www.reddit.com/r/programming/comments/1rtfdul/the_2fa_app_that_tells_you_when_you_get_314159/
submitted by /u/jacobs-tech-tavern (https://www.reddit.com/user/jacobs-tech-tavern)
[link] (https://blog.jacobstechtavern.com/p/building-a-2fa-app-that-detects-patterns) [comments] (https://www.reddit.com/r/programming/comments/1rtfdul/the_2fa_app_that_tells_you_when_you_get_314159/)
Microservices: Shackles on your feet
https://www.reddit.com/r/programming/comments/1rtgjvz/microservices_shackles_on_your_feet/
<!-- SC_OFF -->You don't need microservices. You need better module boundaries. Split only when teams are truly independent, scaling needs are night-and-day different, or your headcount is pushing 150+. Before any of that — fix the code, draw real boundaries inside the monolith, set up tracing. Microservices don't fix a messy codebase. They just spread it across the network and make it someone else's 3 AM problem. When you do split, use a strangler fig. Not a rewrite. Never a rewrite. <!-- SC_ON --> submitted by /u/Itchy-Warthog8260 (https://www.reddit.com/user/Itchy-Warthog8260)
[link] (https://howtocenterdiv.com/beyond-the-div/microservices-shackles-on-your-feet) [comments] (https://www.reddit.com/r/programming/comments/1rtgjvz/microservices_shackles_on_your_feet/)
https://www.reddit.com/r/programming/comments/1rtgjvz/microservices_shackles_on_your_feet/
<!-- SC_OFF -->You don't need microservices. You need better module boundaries. Split only when teams are truly independent, scaling needs are night-and-day different, or your headcount is pushing 150+. Before any of that — fix the code, draw real boundaries inside the monolith, set up tracing. Microservices don't fix a messy codebase. They just spread it across the network and make it someone else's 3 AM problem. When you do split, use a strangler fig. Not a rewrite. Never a rewrite. <!-- SC_ON --> submitted by /u/Itchy-Warthog8260 (https://www.reddit.com/user/Itchy-Warthog8260)
[link] (https://howtocenterdiv.com/beyond-the-div/microservices-shackles-on-your-feet) [comments] (https://www.reddit.com/r/programming/comments/1rtgjvz/microservices_shackles_on_your_feet/)
Developing a 2FA Desktop Client in Go
https://www.reddit.com/r/programming/comments/1rtoiu4/developing_a_2fa_desktop_client_in_go/
submitted by /u/der_gopher (https://www.reddit.com/user/der_gopher)
[link] (https://www.youtube.com/watch?v=HFu3CUtrOQ8) [comments] (https://www.reddit.com/r/programming/comments/1rtoiu4/developing_a_2fa_desktop_client_in_go/)
https://www.reddit.com/r/programming/comments/1rtoiu4/developing_a_2fa_desktop_client_in_go/
submitted by /u/der_gopher (https://www.reddit.com/user/der_gopher)
[link] (https://www.youtube.com/watch?v=HFu3CUtrOQ8) [comments] (https://www.reddit.com/r/programming/comments/1rtoiu4/developing_a_2fa_desktop_client_in_go/)
nominal types in webassembly
https://www.reddit.com/r/programming/comments/1rtq1ty/nominal_types_in_webassembly/
submitted by /u/SpecialistLady (https://www.reddit.com/user/SpecialistLady)
[link] (https://wingolog.org/archives/2026/03/10/nominal-types-in-webassembly) [comments] (https://www.reddit.com/r/programming/comments/1rtq1ty/nominal_types_in_webassembly/)
https://www.reddit.com/r/programming/comments/1rtq1ty/nominal_types_in_webassembly/
submitted by /u/SpecialistLady (https://www.reddit.com/user/SpecialistLady)
[link] (https://wingolog.org/archives/2026/03/10/nominal-types-in-webassembly) [comments] (https://www.reddit.com/r/programming/comments/1rtq1ty/nominal_types_in_webassembly/)