Photographs taken using a DSLR and lens adapter through a stereomicroscope of fossil charcoal particles (>63 micron diameter) isolated from Holocene lake sediments. These images have been processed ready to use as a training dataset for neural networks, with binary masks (charcoal versus not charcoal).