ruolingdeng Goto Github PK

augmentor.jl

A fast image augmentation library in Julia for machine learning.

caffe

Caffe: a fast open framework for deep learning.

caffe-segnet

Implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Semantic Pixel-Wise Labelling

caffe-tensorflow

Caffe models in TensorFlow

centernet

Object detection, 3D detection, and pose estimation using center point detection:

cnn_vis

Deep Visualization Toolbox Github: https://github.com/yosinski/deep-visualization-toolbox Understanding Image Representations by Inverting Them Paper: https://arxiv.org/pdf/1412.0035v1.pdf Learning FRAME Models Using CNN filters Project page: http://www.stat.ucla.edu/~yang.lu/project/deepFrame/main.html Convergent Learning: Do different neural networks learn the same representations? Github: https://github.com/yixuanli/convergent_learning Torch-visbox https://github.com/Aysegul/torch-visbox Plot caffe models online http://ethereon.github.io/netscope/#/editor Grad-CAM: Gradient-weighted Class Activation Mapping https://github.com/ramprs/grad-cam/ Quiver: Interactive Feature Visualization for Keras https://github.com/jakebian/quiver CS231 Stanford notes on Visualization http://cs231n.github.io/understanding-cnn/

csbook

cv_toolbox

data preprocess for cv, including data aug (general and cutout) for object detection, KITTI, COCO data to VOC

darknet

darknet深度学习框架源码分析：详细中文注释，涵盖框架原理与实现语法分析

darknet-1

Convolutional Neural Networks

data_tagging

人工样本处理，信息标注，处理数据用于机器学习

dataaugmentationforobjectdetection

Data Augmentation For Object Detection

deep-learning-with-python

Example projects I completed to understand Deep Learning techniques with Tensorflow.

deeplab_v3

Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN

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

deeplearningbook-chinese

Deep Learning Book Chinese Translation

detr

End-to-End Object Detection with Transformers

django

The Web framework for perfectionists with deadlines.

dw2tf

Darknet Weights to TensorFlow

extendedtinyfaces

Detecting and counting small objects - Analysis, review and application to counting

faster-rcnn-tensorflow-python3.5

Tensorflow Faster R-CNN for Windows and Python 3.5

faster-rcnn_tf

Faster-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.

finetuned-resnet50-keras

This repo shows how to finetune a ResNet50 model for your own data using Keras.

follow_bobo_ai_sharing

有问题，在这提！

geometrical_stem_detection

Code for fast and accurate geometrical plant stem detection

hello-world

hello world, my first repository

imgaug

Image augmentation for machine learning experiments.

instancesegmentation_sentinel2

Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis

ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.