Open-source alternatives to Pytorch Pose Estimation

This repository is the PyTorch implementation for the network presented in:

Pytorch version of SfmLearner from Tinghui Zhou et al.

This project is an unsupervised image restoration tool that uses a convolutional neural network as a structural prior to reconstruct images from noisy or incomplete data. It functions as a neural network image prior, utilizing the inherent biases of the network architecture to restore pixels without the need for a pre-trained dataset or external learning. The system performs zero-shot image restoration by treating the network architecture itself as a regularization term. It uses a randomly initialized encoder-decoder structure and iterative gradient descent to minimize pixel-wise loss, recove

PyTorch Code for the paper "VSE++: Improving Visual-Semantic Embeddings with Hard Negatives"

StackGAN-v1: Tensorflow implementation

Pixel-wise segmentation on the VOC2012dataset dataset using pytorchpytorch.

PyTorch implementation of Deformable Convolution

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

This is a PyTorch object detection framework that implements the Single Shot MultiBox Detector for identifying and localizing multiple objects within images and video. The project provides a neural network architecture designed for single-shot object detection, which predicts bounding boxes and class labels in one pass. The implementation includes a real-time object detector capable of processing live video streams to track and label objects across sequential frames. It also features a complete computer vision training pipeline for preparing image datasets and training model weights. The fra

Pytorch implementation of FlowNet by Dosovitskiy et al.

A PyTorch implementation of "DGC-Net: Dense Geometric Correspondence Network"

Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)

A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)

Perfect implement. Model shared. x0.5 (Top1:60.646) and 1.0x (Top1:69.402).

PyTorch implementation of Fader Networks (NIPS 2017).

This repo is implementation for PointNet(https://arxiv.org/abs/1612.00593) in pytorch. The model is in pointnet/model.py.

A PyTorch implementation of DenseNet.