Tsinghua-Tencent 100k (traffic signs)

It provides 100,000 images containing 30,000 traffic-sign instances. These images cover large variations in illuminance and weather conditions. Each traffic-sign in the benchmark is annotated with a class label, its bounding box and pixel mask.