It looks like you have mostly aluminum electrolytic and ceramic capacitors.
Here's a picture of one type of tantalum capacitor:
Note the + sign. That makes it easy to tell them apart from ceramic capacitors, which sometimes look pretty similar but don't have the + sign (because they're not polarized):
There's a pretty good guide to identifying all kinds of components here:
Scrap Parts Comp Identification
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