There is no scientific evidence to suggest that indoor plants can give headaches. However, some people may be sensitive to the pollen or other allergens that these plants can produce. If you have allergies or are sensitive to certain smells, you may want to avoid having indoor plants in your home. Alternatively, you can try keeping the plants in a room that you don't spend much time in, such as a guest room or laundry room.