EdgeConnect is an image inpainting method published at ICCV 2019 that follows a lines-first-then-color approach. The model uses a two-stage architecture: an edge generator hallucinates missing edges for damaged regions, and a subsequent image completion network fills in the missing pixels using these hallucinated edges as guidance. Both stages use adversarial training with GANs and are implemented in PyTorch.