Can someone tell me these two hormones are secreted from both follicle and corpus luteum? or both are just from corpus luteum and estrogen is the only one from follicle?!
I think I see where you might be getting confused. The corpus luteum develops from the follicle once ovulation starts.
Hypothalamus --> GnRH --> Anterior Pituitary releases FSH --> Follicle secretes estrogen --> Anterior pituitary releases LH (because of estrogen) --> LH causes ovulation to start --> Corpus Luteum (this is what the follicle is called after ovulation has started) secretes estrogen and progesterone --> endometrium thickens because of estrogen and progesterone --> this step varies whether there is implantation or not