Repository Index

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

• computer-graphics
• computer-vision
• radiance-field

Fast and Accurate ML in 3 Lines of Code

• automl
• machine-learning
• data-science
• deep-learning

PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.

• yolov3
• object-detection
• yolo
• deep-learning

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

• tracking
• computer-vision
• siamese-network

(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"

• computer-vision
• machine-learning
• robotics
• tracking

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

• pytorch
• semantic-segmentation
• cityscape-dataset
• lednet