PaulZhangIsing

CaffeSSD-opencv4

Add Necessary changes to caffe-ssd to make it could be compile by opencv4.0

a-PyTorch-Tutorial-to-Object-Detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

Auto-GPT

An experimental open-source attempt to make GPT-4 fully autonomous.

awesome-interpretable-machine-learning

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Awesome-VAEs

A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.

Badminton_Avalability_checker

A Selenium bot that checks for the availability of Badminton courts in Singapore. (Active Sg and OnePA)

Book

:green_book:我的个人书籍学习和收藏

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization. https://poloclub.github.io/cnn-explainer/

cnn-quantization

Quantization of Convolutional Neural networks.

darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

DeepEMD

Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020

GIouloss_CIouloss_caffe

Caffe version Generalized & Distance & Complete Iou loss Implementation for Faster RCNN/FPN bbox regression

HFC

Implementation for the paper (CVPR Oral): High Frequency Component Helps Explain the Generalization of Convolutional Neural Networks

InterpretableMachineLearning2018S

Lecture notes for 'Interpretable Machine Learning' at WUW and UW. Summer semester 2018/2019

LASER

Language-Agnostic SEntence Representations

ml-visuals

Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

MLOps

MLOps examples

MobileNet-SSD

Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.

nlp_course

YSDA course in Natural Language Processing

openpilot

openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 150 supported car makes and models.

pytorch-grad-cam

Advanced AI Explainability for computer vision. Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Examples and applications for classification, object detection, segmentation, explaining image similarity and more.

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

study_resources

study rsources of model and engineering

swa_object_detection

SWA Object Detection

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10

How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows

Understanding-Black-box-Predictions-via-Influence-Functions-tutorial-MNIST-7-vs-1-Classification

Tiny Tutorial on https://arxiv.org/abs/1703.04730

WGAN-GP-TensorFlow

TensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.

XAI

Prototyping about eXplainable Artificial Inteligence (XAI)