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rnri's Projects

ros_numpy icon ros_numpy

Tools for converting ROS messages to and from numpy arrays

semantic-kitti-api icon semantic-kitti-api

SemanticKITTI API for visualizing dataset, processing data, and evaluating results.

semantic_kitti_stats icon semantic_kitti_stats

:chart_with_downwards_trend: Get some nice plots with statistics about the Semantic KITTI dataset

system-design-primer icon system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tools_rosbag2kitti icon tools_rosbag2kitti

Conversion from ROSBAG (.bag) to image (.png) and points cloud (.bin), including ROSBAG decoding, pcd2bin and file directory extraction.

yolov3-calculate-anchor-boxes icon yolov3-calculate-anchor-boxes

This script performs K-means Clustering on the Berkeley Deep Drive dataset to find the appropriate anchor boxes for YOLOv3. Originally it has 9 anchor boxes and image size is 608x608. For any issues pleas let me know

yolov5 icon yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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