Do you have some links that aren't out-of-context Imgur graphs? The FBI stats are a good start, but stats rarely tell the whole story, and crime statistics in particular are often skewed by issues such as structural inequality. For instance, here's one recent (2009) study that concludes:
In this Article, we sought to articulate and empirically explore how this dramatic pattern of inequality in one visible aspect of the urban experience is intricately interconnected with the ways in which the structure of U.S. society is broadly racialized. We contend that the privilege of low levels of violence in white communities versus the peril of oppressively high levels of violence in black (and to some degree other) neighborhoods is not a product of individual differences in tendencies toward violence. Rather, these inequalities are outgrowths of structural arrangements that favor whites and subordinate other racial groups, especially blacks.
Here's another study that posits that segregation, rather than race, is the main predictor of violent crime for neighborhoods, particularly for (non-affulent) blacks. And here is a study that concludes that interracial economic inequality "had a strong positive effect on the overall violent crime rate, and more specifically, on the Black-on-Black crime rate."
And let's not even get into the issue of defining 'race'...
EDIT: I was wrong about the Imgur link being unsourced. It actually does list its source, which is The Colour of Crime by Jared Taylor (not to be confused by the book of the same name by Katheryn Russell-Brown). I think it's worth noting that the publication that the Imgur graph is from (as well as its author) has received some pretty heavy criticism. Indeed, the publication's wikipedia page has a criticism section that is longer than the synopsis. Tim Wise has written a sourced and readable rebuttal to this publication, which is available here.