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3d-shape-analysis-paper-list

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

assignment2_ngv

behavioral-cloning

Udacity

braincaffe

caffe

This fork of BVLC/Caffe is dedicated to improving performance of this deep learning framework when running on CPU, in particular Intel® Xeon processors.

caffe_tutorial

Caffe1 튜토리얼

carnd-lanelines-p1

Lane Finding Project for Self-Driving Car ND

carnd-lanelines-p1_v1

cityscapesscripts

README and scripts for the Cityscapes Dataset

cs231n

cs231n assignments

cudnn-switcher

cudnn switching tool

cvpr2021-papers-with-code

CVPR 2021 论文和开源项目合集

espnetv2

A light-weight, power efficient, and general purpose convolutional neural network

fcn.tensorflow

Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)

fcn8s_tensorflow

A TensorFlow implementation of FCN-8s

icnet-tensorflow

TensorFlow-based implementation of "ICNet for Real-Time Semantic Segmentation on High-Resolution Images".

kitti-object-eval-python

Fast kitti object detection eval in python(finish eval in less than 10 second)

kitti_object_vis

KITTI Object Visualization (Birdview, Volumetric LiDar point cloud )

learning-deep-learning

Paper reading notes on Deep Learning and Machine Learning

m3d-rpn

multicore-tsne

Parallel t-SNE implementation with Python and Torch wrappers.

nuscenes-devkit

The devkit of the nuScenes dataset.

peleenet

A Real-Time Object Detection System on Mobile Devices

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pspnet-tensorflow

An implementation of PSPNet in tensorflow, see tutorial at:

py_img_seg_eval

Evaluation metrics for image segmentation inspired by paper Fully Convolutional Networks for Semantic Segmentation

pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

segmentation

TensorFlow implementation of ENet, trained on the Cityscapes dataset.