  We present the catalog of 2580 eclipsing binary stars detected in 4.6 square
degree area of the central parts of the Large Magellanic Cloud. The photometric
data were collected during the second phase of the OGLE microlensing search
from 1997 to 2000. The eclipsing objects were selected with the automatic
search algorithm based on an artificial neural network. Basic statistics of
eclipsing stars are presented. Also, the list of 36 candidates of detached
eclipsing binaries for spectroscopic study and for precise LMC distance
determination is provided. The full catalog is accessible from the OGLE
Internet archive.
