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3d-pose-baseline

A simple baseline for 3d human pose estimation in tensorflow. Presented at ICCV 17.

anime-super-resolution

动漫图片超分辨率（SISR）——基于WDSR (2019-4-30)

atss

Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection, CVPR, Oral, 2020

beat_tracking

clip-interrogator-ext

Stable Diffusion WebUI extension for CLIP Interrogator

compression

Data compression in TensorFlow

cpm-1-text-generation-unlimit

CPM-1 Text Generation Unlimit

cudnn-implementation-cnn

comparison between a CPU and a GPU

data_augmentation_zoo_for_object_detection

Includes: Learning data augmentation strategies for object detection | GridMask data augmentation | Augmentation for small object detection in Numpy. Use RetinaNet with ResNet-18 to test these methods on VOC and KITTI.

densenet

DenseNet implementation in Keras

diffusion

Denoising Diffusion Probabilistic Models

dl-algorithm-summary

深度学习总结，包含基础知识、目标检测、目标跟踪、目标分类，深度学习八股文，相关竞赛等

dvc

An unofficial implementation of "DVC: An End-to-end Deep Video Compression Framework"

fastflow

an implementation of the architecture of FastFlow (Jiawei Yu et al.)

global-wheat-detction-kaggle-2020

For the Kaggle Competition on object detection with same name. 1) models used are DETR, EfficientDet, YOLOv5, RetinaNet, FasterRCNN. 2) Ensemble inference using Weighted Box Fusion 3) Pseudo Learning to deal with smaller labeled datasets. 4) Mixup as an augmentation technique

google-research

Google Research

gwd-yolov5-pytorch

My modified version of YoloV5 training, cross-validation and inference with Pseudo Labelling pytorch pipelines used in GWD Kaggle Competition

high-fidelity-generative-compression

Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression

image-clustering

This is a simple image clustering algorithm which uses KMeans for clustering and performs 3 types of vectorization using vgg16, vgg19 and resnet50 using the weights from ImageNet

instant-meshes

Interactive field-aligned mesh generator

latent-nerf

Official Implementation for "Latent-NeRF for Shape-Guided Generation of 3D Shapes and Textures"

long-speech-recognition

长音频识别, 转换为中文

mesh-sequence-player

A simple mesh sequence player based on open3d.

meshroom_external_plugins

Support for various external software packages

mini-net

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mmediting

MMEditing is a low-level vision toolbox based on PyTorch, supporting super-resolution, inpainting, matting, video interpolation, etc.

mmhuman3d

OpenMMLab 3D Human Parametric Model Toolbox and Benchmark

mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

nerf

Code release for NeRF (Neural Radiance Fields)