V1 model inference with NAIP (#247)

* naip example for v1

* simplify functionality

* sim search with NAIP

* use latest checkpoint

* add docstrings and markdown description

* more documentation

* use stacchip to load naip tiles

* prep datacube

* prep datacube

* prep datacube by adding batch dim to fix  mimatch

* add documentation

* linting fixes

* linting fixes

* linting fixes

* linting fixes

* linting fixes

* linting fixes

* linting fixes

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* adjust per review, add images, move to tutorials, remove old nbs

* import adjustment

* reduce image size

* reduce image size

* add enetry in toc, polish tutorial, add lancedb to env

* resolve merge conflict on toc file

* resolve merge conflict on toc file

* add entry in toc file

* resolve merge conflict on toc file

* add entry in toc file

* resolve merge conflict on toc file

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>