If you wish to see only the colors of your texture while in "Texture Paint" mode you can select in "Material Preview" mode (=Eevee), choose "Diffuse Color" under "Render Pass" in the "Viewport Shading" dropdown box:
And the result:
Thanks for sharing this tip duerer!