I have built a small web application in PHP where users must first log in. Once they have logged in, I intend on showing a small thumbnail as part of their \"profile\".
I have implemented both solutions (file system and database-persisted images) in previous projects. In my opinion, you should store images in your database. Here's why:
Anyways, my two cents.
In my case, i store files in file system. In my images folder i create new folder for each item named based on item id (row from db). And name images in an order starting from 0. So if i have a table named Items like this:
Items
|-----|------|-----|
| ID | Name | Date|
|-----|------|-----|
| 29 | Test1| 2014|
|-----|------|-----|
| 30 | Test2| 2015|
|-----|------|-----|
| 31 | Test3| 2016|
|-----|------|-----|
my images directory looks like something like:
images/
29/
30/
31/
images/29/0.png
images/29/1.jpeg
images/29/2.gif
etc.
As everybody else told you, never store images in a database. A filesystem is used to store files -> images are files -> store them in filesystem :-)
I would suggest you do not store the image in your db. Instead since every user will be having a unique id associated with his/her profile in the db, use that id to store the image physically on the server.
e.g. if a user has id 23, you can store an image in www.yourname.com/users/profile_images/23.jpg. Then to display, you can check if the image exists, and display it accordingly else display your generic icon.