jackyccl

SkeletonMerger

Code repository for paper `Skeleton Merger: an Unsupervised Aligned Keypoint Detector`.

skeletor

Extraction of 3D skeletons from meshes.

stable-diffusion

DeepCAD

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

vitruvion

Code and data for Vitruvion: A Generative Model of Parametric CAD Sketches (ICLR 2022)

GeoProj

Blind Geometric Distortion Correction on Images Through Deep Learning

S3R

video anomaly detection

DiffusionCLIP

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

Real-world-Anomaly-Detection-in-Surveillance-Videos-pytorch

Real-world Anomaly Detection in Surveillance Videos- pytorch Re-implementation

SEG-MAT

SEG-MAT: 3D Shape Segmentation Using Medial Axis Transform (TVCG2020)

DIF-Net

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

min-dalle

deep_learning_topology_opt

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

JoinABLe

JoinABLe: Learning Bottom-up Assembly of Parametric CAD Joints

rq-vae-transformer

The official implementation of Autoregressive Image Generation using Residual Quantization (CVPR '22)

3DModelingRL

Modeling 3D Shapes by Reinforcement Learning (ECCV2020)

polsar_cvnn

PolSAR classification / segmentation using complex-valued neural networks.

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.

Transfer-learning-materials

resource collection for transfer learning!

FaceX-Zoo

A PyTorch Toolbox for Face Recognition

facenet-pytorch

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

FR-Loss-on-Mnist

Face Recognition Loss on Mnist, Pytorch implementation

fenics-topopt

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

kinetics-i3d

Convolutional neural network model for video classification trained on the Kinetics dataset.

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.

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.

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.

draw-io-neural

neural network template draw.io