This repository reproduces the Multi-task Cascaded Convolutional Networks (MTCNN) paper using TensorFlow. It implements a three-stage cascade of neural networks (PNet, RNet, ONet) for robust face detection and simultaneous facial landmark localization. The project includes training pipelines with data preparation scripts, hard example mining, and support for landmark detection on datasets like WIDER Face and CelebA.