docs: add first-person development blog post draft - #53
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Origin-story narrative draft covering the project from the desktop proof-of-concept through Pi backyard mode (HDMI capture card) and the phone sidecar streaming mode. Kept separate from the existing technical Pi-focused draft (blog_post_birdvision_pi.md).
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Summary
Adds
docs/blog_post_birdvision_development.md— a first-person, origin-storyblog post draft fleshed out from the notes I had been writing.
It extends the narrative through the full arc:
gaming PC wiped to Ubuntu, YOLOv8 + BioCLIP, eBird priors, OAuth, the
ensemble/eval/Gemma side-quests.
capture path, compiling YOLOv8n and a fine-tuned EfficientNet-V2-S to HEF
(the Blue Jay training-data bug, the
dynamo=False/ NHWC calibrationgotchas), the real-time pipeline, and the Touch Display framebuffer overlay.
reverse proxy, file uploads, single-client guard, and zoom controls.
Notes
blog_post_birdvision_pi.mddraft — that one is left untouched.