Pha NGUYEN's repositories
3D-Detection-Tracking-Viewer
3D detection and tracking viewer for kitti & waymo dataset
annotated_deep_learning_paper_implementations
🧑🏫 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, etc. 🧠
Bluetooth_Headset_Battery_Level
A python script to get battery level from Bluetooth headsets
CenterNet
Object detection, 3D detection, and pose estimation using center point detection:
CenterTrack
Simultaneous object detection and tracking using center points.
DCNv2_latest
DCNv2 supports decent pytorch such as torch 1.5+ (now 1.8+)
DEFT
Joint detection and tracking model named DEFT, or ``Detection Embeddings for Tracking." Our approach relies on an appearance-based object matching network jointly-learned with an underlying object detection network. An LSTM is also added to capture motion constraints.
docker-h5ai
Lightweight h5ai 0.30.0 container with Nginx 1.21 & PHP 8 based on Alpine Linux.
faiss_tips
Some useful tips for faiss
FTXUI
:computer: C++ Functional Terminal User Interface. :heart:
GNNPapers
Must-read papers on graph neural networks (GNN)
Kalman
Some Python Implementations of the Kalman Filter
manim
Animation engine for explanatory math videos
nuscenes-devkit
The devkit of the nuScenes dataset.
pipreqs
pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this project forward.
py-motmetrics
:bar_chart: Benchmark multiple object trackers (MOT) in Python
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
pytudes
Python programs, usually short, of considerable difficulty, to perfect particular skills.
sc
Common libraries and data structures for C.
SETR
[CVPR 2021] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
siam-mot
SiamMOT: Siamese Multi-Object Tracking
SuperGluePretrainedNetwork
SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)
Towards-Realtime-MOT-Cpp
A C++ codebase implementation of Towards-Realtime-MOT
TRACTA
TRACTA: Multi-Target Multi-Camera Tracking by Tracklet-to-Target Assignment
TraDeS
Track to Detect and Segment: An Online Multi-Object Tracker (CVPR 2021)
twinsort
An adaptive mergesort
unilm-forked
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
waymo-open-dataset
Waymo Open Dataset
xdotool
fake keyboard/mouse input, window management, and more