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3dmodelingrl

Modeling 3D Shapes by Reinforcement Learning (ECCV2020)

astnet

This is an official implementation for "Attention-based Residual Autoencoder for Video Anomaly Detection".

autotruss

The official repo of paper 'Automatic Truss Design with Reinforcement Learning'

bn-wvad

The official implementation of "Divergence of Features and Mean: A BatchNorm-based Abnormality Criterion for Weakly Supervised Video Anomaly Detection"

coverage_axis

Official code for the paper Coverage Axis: Inner Point Selection for 3D Shape Skeletonization, Eurographics 2022.

deep_learning_topology_opt

Code for paper "Self-Directed Online Machine Learning for Topology Optimization"

deepcad

code for our ICCV 2021 paper "DeepCAD: A Deep Generative Network for Computer-Aided Design Models"

deviation-network-image

Official PyTorch implementation of the paper “Explainable Deep Few-shot Anomaly Detection with Deviation Networks”, weakly/partially supervised anomaly detection, few-shot anomaly detection, image defect detection.

dif-net

Deformed Implicit Field: Modeling 3D Shapes with Learned Dense Correspondence CVPR 2021

diffusionclip

[CVPR 2022] Official PyTorch Implementation for DiffusionCLIP: Text-guided Image Manipulation Using Diffusion Models

digital_life_server

Yet another voice assistant, but alive.

draw-io-neural

neural network template draw.io

e3sym

Official PyTorch implementation of ICCV 2023 paper: E3Sym: Leveraging E(3) Invariance for Unsupervised 3D Planar Reflective Symmetry Detection.

efficient-computing

Efficient computing methods developed by Huawei Noah's Ark Lab

eureka

Official Repository for "Eureka: Human-Level Reward Design via Coding Large Language Models"

face_recognition_and_identification_opencv

This is a small project that shows how to implement open CV with python to do facial recognition and facial identification.

facenet-pytorch

Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models

facex-zoo

A PyTorch Toolbox for Face Recognition

fenics-topopt

Topology optimization with finite element analysis in FEniCS. Final project for CSCI-GA.2420: Numerical Methods II at New York University.

finding-lanes-for-self-driving-car

This is a self-learning hands-on project related to find guiding lanes for a self-driving car. This project was credited to Rayan Slim on youtube channel.

fod

Pytorch Implementation for ICCV2023 paper: Focus the Discrepancy: Intra- and Inter-Correlation Learning for Image Anomaly Detection

fr-loss-on-mnist

Face Recognition Loss on Mnist, Pytorch implementation

gcno

Code of Globally Consistent Normal Orientation for Point Clouds by Regularizing the Winding-Number Field. ACM Transactions on Graphics (SIGGRAPH 2023).

geometry-central

Applied 3D geometry in C++, with a focus on surface meshes.

geoproj

Blind Geometric Distortion Correction on Images Through Deep Learning

hazard-detection

hnc-cad

[ICML 2023] Official PyTorch Implementation of "Hierarchical Neural Coding for Controllable CAD Model Generation".

home-robot

Mobile manipulation research tools for roboticists

image-classifier-using-cnns

In this tutorial, I will build my own model to classify the pictures between dogs and cats.

image-classifier-using-transfer-learning

In this session, I will run Tensorflow on a single machine and will train a simple classifier to classify images of flowers. We will be using transfer learning which means we start with a model that has been trained on similar problem. Transfer learning can be done in shorter order as compared to deep learning from scratch. A model trained on the ImageNet Large Visual Recognition Challenge dataset is being used.