  The plane Cremona group over the finite field $\mathbb{F}_2$ is generated by
three infinite families and finitely many birational maps with small base
orbits. One family preserves the pencil of lines through a point, the other two
preserve the pencil of conics through four points that form either one Galois
orbit of size 4, or two Galois orbits of size 2. For each family, we give a
generating set that is parametrized by the rational functions over
$\mathbb{F}_2$. Moreover, we describe the finitely many remaining maps and give
an upper bound on the number needed to generate the Cremona group. Finally, we
prove that the plane Cremona group over $\mathbb{F}_2$ is generated by
involutions.
