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John Lee's Projects

aer1515-daod icon aer1515-daod

This repo provides the source code for "Cross-Domain Adaptive Teacher for Object Detection" adapted for AER1515 2023 course project

ddb icon ddb

[NeurIPS 2022 Spotlight] Official implement of Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation

dinov2 icon dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

image-compression icon image-compression

This repository contains MATLAB code to compress images using Singular Value Decomposition.

mmtracking icon mmtracking

OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

pod_compare icon pod_compare

Code for our paper titled: "A Review and Comparative Study on Probabilistic Object Detection in Autonomous Driving"

table-transformer icon table-transformer

Model training and evaluation code for our dataset PubTables-1M, developed to support the task of table extraction from unstructured documents.

wilddash_scripts icon wilddash_scripts

Support scripts for datasets and benchmark hosted on wilddash.cc (WildDash and RailSem)

yolov5 icon yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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