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3d-shape-analysis-paper-list

A list of recent papers, libraries and datasets about 3D shape/scene analysis (by topics, updating).

adop

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-nerf

A curated list of awesome neural radiance fields papers

blender-cli-rendering

Python scripts for rendering images using Blender 2.83 from command-line interface

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

chinese_ocr

CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras

cmake_example

Example pybind11 module built with a CMake-based build system

cycada_release

Code to accompany ICML 2018 paper

dagan

[ACM MM 2020] Dual Attention GANs for Semantic Image Synthesis

db

A PyToch implementation of "Real-time Scene Text Detection with Differentiable Binarization".

deep-flow-guided-video-inpainting

pytorch implementation for "Deep Flow-Guided Video Inpainting"(CVPR'19)

deep-learning-model-convertor

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

docker-ubuntu-xfce-vnc-desktop

emernerf

PyTorch Implementation of EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision

faceshifter

Try to reproduce FaceShifter

fcn-pytorch

Another pytorch implementation of FCN (Fully Convolutional Networks)

freeviewsynthesis

Code repository for "Free View Synthesis", ECCV 2020.

fsrcnn-pytorch

PyTorch implementation of Accelerating the Super-Resolution Convolutional Neural Network (ECCV 2016)

invsfm

InvSFM: Revealing Scenes by Inverting Structure from Motion Reconstructions [CVPR 2019]

kiss

Code for the paper "KISS: Keeping it Simple for Scene Text Recognition"

largescalenerfpytorch

1. Weekly classified NeRF literature. 2. Non-official implementation of Block-NeRF and Mega-NeRF in Pytorch. 3. Train your large-scale NeRF in the wild.

librealsense

Intel® RealSense™ SDK

mars

MARS: An Instance-aware, Modular and Realistic Simulator for Autonomous Driving

mmdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

models

Models and examples built with TensorFlow

nerfstudio

A collaboration friendly studio for NeRFs

neuralrecon

Code for "NeuralRecon: Real-Time Coherent 3D Reconstruction from Monocular Video", CVPR 2021 oral

neuralsim

neuralsim: 3D surface reconstruction and simulation based on 3D neural rendering.