Hover the image and press E to edit it:

Keyboard shortcuts

Tools:
Freehand F
Text T
Ellipse L
Line I
Arrow A
RectangleR
SelectionS
Operations:
Copy (doesn't work yet)Ctrl+C
PasteCtrl+V
Upload (Imgur)Ctrl+U
BackCtrl+Z
ForwardCtrl+Y
Disable toolEsc
Work in 45° angleshold Ctrl
You will not be able to disable Text tool in Google chrome, because Escape key doesn't work there. Also, Ctrl+U combination doesn't seem to work in Chrome.