Perry Zou's repositories
zonepg.github.io
ZonePG's personal site.
AIC22-MCVT
The 2nd place solution of track1 (City-Scale Multi-Camera Vehicle Tracking) in the NVIDIA AI City Challenge at CVPR 2022 Workshop.
ChatGLM-Efficient-Tuning
Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调
CMU10-714
Learning material for CMU10-714: Deep Learning System
deep_sort
Simple Online Realtime Tracking with a Deep Association Metric
DiffMIC
DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification
emonet
Official implementation of the paper "Estimation of continuous valence and arousal levels from faces in naturalistic conditions", Antoine Toisoul, Jean Kossaifi, Adrian Bulat, Georgios Tzimiropoulos and Maja Pantic, Nature Machine Intelligence, 2021
HumanSD
The official implementation of paper "HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation"
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
LaTeX-OCR
pix2tex: Using a ViT to convert images of equations into LaTeX code.
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
LLaMA-Factory
Fine-tuning LLaMA with PEFT (PT+SFT+RLHF with QLoRA)
LLMs_interview_notes
该仓库主要记录 大模型（LLMs） 算法工程师相关的面试题
MAE-DFER
MAE-DFER: Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression Recognition (ACM MM 2023)
ModernCppStarter
🚀 Kick-start your C++! A template for modern C++ projects using CMake, CI, code coverage, clang-format, reproducible dependency management and much more.
NN-CUDA-Example
Several simple examples for popular neural network toolkits calling custom CUDA operators.
pybind11_examples
Examples for the usage of "pybind11"
python-patterns
A collection of design patterns/idioms in Python
python-sample-vscode-flask-tutorial
Sample code for the Flask tutorial in the VS Code documentation
PyTorch_Gaussian_YOLOv3
PyTorch implementation of Gaussian YOLOv3 (including training code for COCO dataset)
sort
Simple, online, and realtime tracking of multiple objects in a video sequence.