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learnopencv

Learn OpenCV : C++ and Python Examples

lednet

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

lednet-1

This is an unofficial implemention of LEDNet https://arxiv.org/abs/1905.02423

lightnetplusplus

LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation

mace-models

Mobile AI Compute Engine Model Zoo

mask-rcnn

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

mask_rcnn

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

mixup

Implementation of the mixup training method

mnn

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

mobilenet-caffe

Caffe Implementation of Google's MobileNets (v1 and v2)

mobilenet-ssd

Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.

mobilenet-ssd-windows

mobilenet-v2-caffe

MobileNet-v2 experimental network description for caffe

mobilenet-yolo

A caffe implementation of MobileNet-YOLO detection network

mobilenetv2

mobilenetv2-ssdlite

Caffe implementation of SSD and SSDLite detection on MobileNetv2, converted from tensorflow.

mobilenetv2-ssdlite-1

My proprietary procedure. Caffe implementation of SSD and SSDLite detection on MobileNetv2, converted from tensorflow.

models

Models and examples built with TensorFlow

ocr_dataset

收集并整理有关OCR的数据集并统一标注格式，以便实验需要

one-hundred-layers-tiramisu

Keras Implementation of The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation by (Simon Jégou, Michal Drozdzal, David Vazquez, Adriana Romero, Yoshua Bengio)

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation

openslide-python

Python bindings to OpenSlide

pascal-voc-python

Repository for reading Pascal VOC data in Python, rather than requiring MATLAB to read the XML files.

pretrained-models.pytorch

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

py-faster-rcnn

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

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-dpn-pretrained

Dual Path Networks (DPN) supporting pretrained weights converted from original MXNet implementation

pytorch-faster-r-cnn