+1 Those are females in both photos, showing their "saddles".
You can't really go by color when determining sex. The shape of the underside of the tail is the best way to tell in my experience. Take a close look at the side-view of the tail on one of the shrimp without a saddle for comparison. Males' tails are straight, or even concave, while the females' tails are convex.