Four reasons an LED strip flashes when I switch it on
Driver start-up and inrush. Power supplies do not come up instantly. Internal components charge in the first fraction of a second, and draw during that window is higher than the steady figure on the label. Many designs overshoot before leveling, which the eye reads as a flash.
A dimmer that pops to full first. Some control devices power up at full output and then apply the last remembered level. On a bright run in a dark room that transition is very visible.
A controller re-applying its last state. A smart controller has to boot, read what it was doing before, and send that to the channels. The gap between power reaching the tape and the controller taking charge is the flash.
A driver working close to its limit. A supply with little margin over the connected load can dip under the initial demand and recover. Total the load properly: watts per foot times installed footage, plus current headroom (verify that guidance and the driver's published rating before sizing).
Sorting the four apart
Take the control device out of the picture first. Power the strip from the driver alone, with no dimmer or controller in circuit. Isolate the circuit before you change any connection, and keep the wall box and any hardwired supply for a licensed electrician working under local code, NEC where applicable, and the manufacturer's instructions.
If the flash survives that test it belongs to the driver and the tape, so check the load arithmetic. A run inside the supply's rating and still flashing is ordinary start-up overshoot. A run near the published maximum is a sizing question.
If the flash disappears with the control device removed, put it back and read its settings. Many controllers and dimmers document a start-up option, and choosing last state instead of full output can remove the symptom (verify the options published for your unit first). One last test: switch on cold after several hours off, then off and straight back on. A flash only after a long rest is a charging behavior.
What to change, and what to leave alone
Start with settings, because they are free. Start-up state on the controller, and a preset level on the dimmer, solve a large share of these without new hardware.
Where the load is tight against the supply, a driver with more margin is the honest answer, and the power supplies range lists rated output per item. Split long installations into separate parallel runs back to the supply, and feed 24V tape from a 24V supply, 12V from 12V, never crossed.
Output level matters too, since higher output tape asks for more current from the first instant. The LEDClub 24V COB 500 Series is a high brightness product and draws accordingly (verify its published watts per foot and maximum run first).
Two things not to do. A phase cut wall dimmer and a smart low voltage controller should not share one circuit unless the documentation for both units permits it. And do not assume a new dimmer behaves as the last one did: switch-on behavior has to be confirmed against the published data for that exact combination.