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fastmaskrcnn

Mask RCNN in TensorFlow

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

fcrn-depthprediction

Deeper Depth Prediction with Fully Convolutional Residual Networks (FCRN)

github-roam

GitHub 漫游指南- a Chinese ebook on how to build a good build on Github. Explore the users' behavior. Find some thing interest.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

icdar_2015_data_visualization

Visualize the dataset of ICDAR 2015. Only challenge 4 task 1 is available currently.

image_pipeline

interpretable-ml-book

Book about interpretable machine learning

kitti_object_vis

KITTI Object Visualization (Birdview, Volumetric LiDar point cloud )

learning-opencv-3_examples

line_profiler

Line-by-line profiling for Python

machine-learning-flappy-bird

Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

mmdetection

Open MMLab Detection Toolbox and Benchmark

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

models

Models built with TensorFlow

monogrnet

MonoGRNet: A Geometric Reasoning Network for Monocular 3D Object Detection and Localization | KITTI

mootdx

通达信数据读取的一个简便使用封装

nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

notes_on_tensorflow2

nvidia-htop

A tool for enriching the output of nvidia-smi.

oh-my-zsh

A delightful community-driven (with 1,100+ 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.

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

pmtkdata

A collection of MATLAB data sets used by PMTK.

pvanet_train

code fixed from https://github.com/sanghoon/pva-faster-rcnn

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pylib

A repository containing a lot of handy python methods encapsulated on many commonly used build-in modules(os, sys, etc.) or popular libs (numpy, tensorflow, cv2, etc. ).

pyprobml

Python code for "Machine learning: a probabilistic perspective"

python-fire

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

r-fcn

R-FCN: Object Detection via Region-based Fully Convolutional Networks

rcnn

R-CNN: Regions with Convolutional Neural Network Features