Compact cameras tend to have smaller sensors and slightly lower quality lenses, but they’re obviously easier to carry — most will fit in a large pocket. So, if budget, convenience and portability is the most important to you, then go for a model in this category.
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We started self-hosting about a year ago. We’ve got Proxmox Virtual Environment set up on our home server with containers for a Turnkey Linux File Server, a Turnkey Linux Media Server running Jellyfin, photo management using Immich, a Syncthing server, and home automations using Home Assistant. I’m considering hosting my own instance of Bitwarden for password management and my own Matrix bridge for chat. The list is endless. This is a blessing and a curse.
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One challenge is having enough training data. Another is that the training data needs to be free of contamination. For a model trained up till 1900, there needs to be no information from after 1900 that leaks into the data. Some metadata might have that kind of leakage. While it’s not possible to have zero leakage - there’s a shadow of the future on past data because what we store is a function of what we care about - it’s possible to have a very low level of leakage, sufficient for this to be interesting.