This dataset contains 4381 thermal infrared images containing humans, a cat, a horse and 2418 background images (no annotations). We provide manually annotated ground truth for all humans, cat and horse. The dataset is divided into 8 sequences and contains both 16bit (may appear black on most screens) images as well as the downsampled 8bit images. The uniform sampling rate allows the usage of trac