DavidHSTai (giorking)

giorking

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DavidHSTai's repositories

caffe-windows

Configure Caffe in one hour for Windows users.

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2D_detection

TensorFlow implementation of SqueezeDet, trained on the KITTI dataset.

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caffeOnACL

Using ARM Compute Library (NEON+GPU) to speed up caffe; Providing utilities to debug, profile and tune application performance

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darknet_mobilenet

mobilenet 与darknet yolo

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Dataset_to_VOC_converter

Scripts to convert datasets (Caltech pedestrian, MS COCO, HDA) to PASCAL VOC format

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deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

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Deep-Learning-Tricks

Enumerate diverse machine learning training tricks.

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deepOF

TensorFlow implementation for "Guided Optical Flow Learning"

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deform-conv

Deformable Convolution in TensorFlow / Keras

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DSOD

DSOD: Learning Deeply Supervised Object Detectors from Scratch. In ICCV 2017.

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faster-rcnn-resnet

ResNet Implementation for Faster-rcnn

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FastMaskRCNN

Mask RCNN in TensorFlow

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image-to-3d-bbox

Build a CNN network to predict 3D bounding box of car from 2D image.

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impl-pruning-caffemodel

Simple pruning example using Caffe

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LeNet-made-by-hand

This is a practice to make a CNN machine learn model build without ML packages

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Mask-RCNN

Implementation of Mask-RCNN in Caffe https://arxiv.org/pdf/1703.06870.pdf

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MTCNN-light

this repository is the implementation of MTCNN with no framework, Just need opencv and openblas, support linux and windows

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MultiNet

Real-time Joint Semantic Reasoning for Autonomous Driving

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py-frcn-comments

frcn 源码注释

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py-R-FCN

R-FCN with joint training and python support

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py-R-FCN-multiGPU

Code for training py-faster-rcnn and py-R-FCN on multiple GPUs in caffe

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PyTorch-Tutorial-1

Build your neural network easy and fast

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resnet-protofiles

Caffe Protofiles for MSRA ResNet

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segmentation

TensorFlow implementation of ENet, trained on the Cityscapes dataset.

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SSD-Tensorflow

Single Shot MultiBox Detector in TensorFlow

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tensorflow-cpp

Image classification C++ example using tensorflow shared library

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tinyYOLOv2

Tiny YOLOv2 in Tensorflow made simple!

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tripletloss

tripletloss in caffe

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wincnn

Winograd minimal convolution algorithm generator for convolutional neural networks.

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