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3d-resnets-pytorch

3D ResNets for Action Recognition (CVPR 2018)

annotation2mask

Converting coco-like annotation json files to png masks

awesome-job

互联网面试找工作，面经与内推，涵盖：Java C++ Python Go ML NLP CV Data

coco2voc

A tool for converting COCO style annotations to PASCAL VOC style segmentations

convert_bdd100k_to_coco_format

convert the bdd100k dataset's bbox to coco format

cv-backbones

CV backbones including GhostNet, TinyNet and TNT.

darknet

Convolutional Neural Networks

deep_learning_object_detection

A paper list of object detection using deep learning.

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，近30万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detectron-cascade-rcnn

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

detectron_infer_coco_mask_bbox

get the results with detectron and set the results the format of COCO

ecanet

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

efficientnetv2.pytorch

PyTorch implementation of EfficientNetV2 family

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

frustum-pointnets

Frustum PointNets for 3D Object Detection from RGB-D Data

gridmask

hrnet-semantic-segmentation

This is an official implementation of semantic segmentation for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919

kmeans

K Means Clustering with Python

mobile-vision

Mobile vision models and code

model-tools

Tools for computing model parameters and FLOPs.

nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

ohmyzsh

🙃 A delightful community-driven (with 1500+ contributors) framework for managing your zsh configuration. Includes 200+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, php, python, etc), over 140 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

pointconv_pytorch

pytorch version of PointConv

pytorch-center-loss

Pytorch implementation of Center Loss

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

pytorch-mobilenet-v2

A PyTorch implementation of MobileNet V2 architecture and pretrained model.

repvgg

RepVGG: Making VGG-style ConvNets Great Again