diff --git a/content/posts/chess-robot/camera.jpg b/content/posts/chess-robot/camera.jpg new file mode 100644 index 0000000..c22b6db Binary files /dev/null and b/content/posts/chess-robot/camera.jpg differ diff --git a/content/posts/chess-robot/chess_gripper.png b/content/posts/chess-robot/chess_gripper.png new file mode 100644 index 0000000..2e75f8e Binary files /dev/null and b/content/posts/chess-robot/chess_gripper.png differ diff --git a/content/posts/chess-robot/chess_robot_frame.jpg b/content/posts/chess-robot/chess_robot_frame.jpg new file mode 100644 index 0000000..4edf8ed Binary files /dev/null and b/content/posts/chess-robot/chess_robot_frame.jpg differ diff --git a/content/posts/chess-robot/frame_from_above.jpg b/content/posts/chess-robot/frame_from_above.jpg new file mode 100644 index 0000000..bd5472d Binary files /dev/null and b/content/posts/chess-robot/frame_from_above.jpg differ diff --git a/content/posts/chess-robot/index.md b/content/posts/chess-robot/index.md index a2fd2f9..c5a47d4 100644 --- a/content/posts/chess-robot/index.md +++ b/content/posts/chess-robot/index.md @@ -1,7 +1,7 @@ --- title: "Chess Robot" -date: 2025-01-05T09:00:00+00:00 -description: Introduction to Sample Post +date: 2022-06-08T09:00:00+00:00 +description: Gantry style robot with a camera to play chess against a human player. hero: images/chess.jpg author: image: /images/sharwin_portrait.jpg @@ -10,6 +10,39 @@ menu: name: Chess Robot identifier: chess-robot weight: 4 -tags: ["Basic", "Multi-lingual"] -categories: ["Basic"] +tags: ["Python", "OpenCV", "Arduino", "Stepper Motors"] +# categories: ["Basic"] --- + +This robot utilized stepper motors, a camera, sensors, and a gantry style system to interact with the chess board. + +## System Hardware +The robot's frame was assembled using aluminum extrusion and 3D printed parts. 2 motors were used to drive the X-axis, and 1 motor was used to drive the Y-axis (horizontally). + +
+ Chess Robot Frame +
+ +In order to interact with the chess pieces and board, a gripper was developed to interface with each of the pieces' stem. The gripper assembly was mounted to a lead screw in order to raise and lower the gripper. + +
+ Chess Robot Gripper +
+ +## Computer Vision +A standard USB camera was used to track the game state in real time. Our initial approach was to attempt to classify each piece on every square after breaking up the image by pixels for each square. + + +Since the beginning of a chess game is always the same and known to the computer, we can cheat a little bit with the computer vision in order to improve its performance. Instead of attempting to classify the piece, we only need to notice changes in the position compared to the previous position. For example if the squares `e2` and `e4` are marked as different from the starting position, we know that a white pawn started on `e2` and has moved to `e4`. + + +
+ Chess Robot Frame +
+ + +## Resetting the Board + +
+ Chess Robot Frame +