AlphaLFC
PhD of astrophysics, graduated from PMO, CAS. Now addicted to deep learning and self driving car.
@motovisShanghai;
Pinned Repositories
astro-IDL
IDL scripts for astronomy convenience
captcha
CAPTCHA_Generator
Make training data for a CAPTCHA Identifier using DL frameworks (an object-char detection job).
CAPTCHA_Identifier
Use faster-rcnn to detect captcha, though it seems like breaking a fly upon a wheel...
CarND-Advanced-Lane-Lines-P4
My achievement for project 4 of Udacity CarND.
CarND-Behavioral-Cloning-P3
Project 3 of Udacity self-driving car
CarND-Term2-P1-EKF
My achievement for CarND-Extended-Kalman-Filter-Project
CarND-Term2-P2-UKF
My achievement for CarND-Unscented-Kalman-Filter-Project
CarND-Vehicle-Detection-P5
My achievement of project 5 for CarND
FYP
DQN Tensorflow BattleCity with Tensorpack
AlphaLFC's Repositories
AlphaLFC/captcha
AlphaLFC/mmdetection
Open MMLab Detection Toolbox and Benchmark
AlphaLFC/virtual_camera
AlphaLFC/Awesome-MXNet
A curated list of MXNet examples, tutorials and blogs.
AlphaLFC/awesome-NeRF
A curated list of awesome neural radiance fields papers
AlphaLFC/Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
AlphaLFC/BEVTrack
This repo is the official implementation of "BEVTrack: A Simple and Strong Baseline for 3D Single Object Tracking in Bird's-Eye View".
AlphaLFC/Caffe-MobileNetV2-ReLU6
Caffe implementation of ReLU6 Layer
AlphaLFC/CarND-Kidnapped-Vehicle-Project
AlphaLFC/CenterTrack
Simultaneous object detection and tracking using center points.
AlphaLFC/d2l-pytorch
This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.
AlphaLFC/deb-deps-downloader
download all the dependent debs in Ubuntu given your required package name
AlphaLFC/Deep-Anomaly-Detection-for-Generalized-Face-Anti-Spoofing
Pytorch code for the paper "Deep Anomaly Detection for Generalized Face Anti-Spoofing"
AlphaLFC/Deformable-ConvNets
Deformable Convolutional Networks
AlphaLFC/ExplorerPatcher
This project aims to bring back a productive working environment on Windows 11
AlphaLFC/FCOS_PLUS
Some improvements about FCOS (FCOS: Fully Convolutional One-Stage Object Detection).
AlphaLFC/kaggle-nuclei
kaggle-nuclei
AlphaLFC/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.
AlphaLFC/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
AlphaLFC/moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
AlphaLFC/PFLD-pytorch
PFLD pytorch Implementation
AlphaLFC/pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
AlphaLFC/sdc_nano_stack
AlphaLFC/sdf
Simple SDF mesh generation in Python
AlphaLFC/statecircle-python
Random finite sets based multi object tracking framework
AlphaLFC/StreamPETR
[ICCV 2023] StreamPETR: Exploring Object-Centric Temporal Modeling for Efficient Multi-View 3D Object Detection
AlphaLFC/tfoptflow
Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)
AlphaLFC/unsup3d
(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
AlphaLFC/VoTT
Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.
AlphaLFC/WeightNorm
WeightNorm