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Yilun Chen's starred repositories

pygst-tutorial-org

A reworked tutorial for using GStreamer Python bindings.

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gst-tutorial-lca2018

LCA2018 GStreamer tutorial

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MobilNet_SSD_opencv

MobilNet-SSD object detection in opencv 3.4.1

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996.ICU

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

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have-fun-with-machine-learning

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

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TensorRT_Tutorial

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caffe

Caffe: a fast open framework for deep learning.

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AdaBound

An optimizer that trains as fast as Adam and as good as SGD.

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yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

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Friendly-KITTI

A user-friendly bounding box labeling tool for quick creation of KITTI data-sets used to train neural networks in NVIDIA DIGITS

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code_snippets

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maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

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realtime_segmenation

Realtime Semantic Segmentation for Mobile Platforms based on Tensorflow's Deeblap Model

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realtime_object_detection

Plug and Play Real-Time Object Detection App with Tensorflow and OpenCV

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models

Models and examples built with TensorFlow

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Detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

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tensorRT-Caffe

A demo using tensorRT on NVIDIA Jetson TX2 accelerating the Caffe model of AlexNet.

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jetson-inference

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

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Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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Detectron

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

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pytorch-segmentation

Pytorch for Segmentation

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pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

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semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

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deep-residual-networks

Deep Residual Learning for Image Recognition

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pspnet-pytorch

PyTorch implementation of PSPNet segmentation network

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ZBar

Clone of the mercurial repository http://zbar.hg.sourceforge.net:8000/hgroot/zbar/zbar

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BBox-Label-Tool

A simple tool for labeling object bounding boxes in images

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caffe

Caffe on both Linux and Windows

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caffe

Caffe: a fast open framework for deep learning.

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DIGITS

Deep Learning GPU Training System

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