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artnet

Appearance-and-Relation Networks

awesome-automl-and-lightweight-models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression & Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

bevdet

Official code base of the BEVDet series .

caffe-int8-convert-tools

This convert tools is base on TensorRT 2.0 Int8 calibration tools,which use the KL algorithm to find the suitable threshold to quantize the activions from Float32 to Int8(-128 - 127).

caffe-model

Caffe models (includimg classification, detection and segmentation) and deploy files for famouse networks

caffe2pytorch-tsn

caffe_train

cam2bev

TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.

ccdl

深度学习应用框架，专注于深度学习的工程应用

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

darknet

Windows and Linux version of Darknet Yolo v2 & v3 Neural Networks for object detection

dasiamrpn

Distractor-aware Siamese Networks for Visual Object Tracking (ECCV2018)

dataset_to_voc_converter

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

deep-k-means-pytorch

Code for ICML 2018 paper 'Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions'

deep_sort_pytorch

MOT tracking using deepsort yolo3 with pytorch

deformable-convnets

Deformable Convolutional Networks

details-on-face-recognition

Face Recognition Using A-Softmax_loss on light cleaned Ms_celeb-1M dataset

detectron

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

detectron-cascade-rcnn

detectron.pytorch

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

enas

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

facedetection-dsfd

facelet_bank

Facelet-Bank for Fast Portrait Manipulation (pytorch)

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

faster_rcnn

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

groupnorm.pytorch

PyTorch implementation of Group Normalization https://arxiv.org/abs/1803.08494

hyperlpr

基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.

imagenet18

Code to reproduce "imagenet in 18 minutes" experiments

inplace_abn

In-Place Activated BatchNorm for Memory-Optimized Training of DNNs