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2019-autumn-recruitment-experience

2019届秋招面经集合

3ddfa

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

awesome-knowledge-distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。

awesome-public-datasets

A topic-centric list of HQ open datasets. PR ☛☛☛

centernet

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

colossalai

Making large AI models cheaper, faster and more accessible

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

detectron

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

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

distilling-object-detectors

Implementations of CVPR 2019 paper Distilling Object Detectors with Fine-grained Feature Imitation

feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

g-darknet

darknet with GIoU

insightface

State-of-the-art 2D and 3D Face Analysis Project

keras-retinanet

Keras implementation of RetinaNet object detection.

lanedetection_end2end

End-to-end Lane Detection for Self-Driving Cars (ICCV 2019 Workshop)

mgd

Matching Guided Distillation (ECCV 2020)

mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

mmdetection

Open MMLab Detection Toolbox with PyTorch

mmrazor

OpenMMLab Model Compression Toolbox and Benchmark.

mxnet-dssd

An mxnet implementation of Deconvolutional SSD

nebullvm

Plug and play modules to optimize the performances of your AI systems 🚀

netron

Visualizer for deep learning and machine learning models

networkadjustment

noisystudent

Code for Noisy Student Training. https://arxiv.org/abs/1911.04252

pytorch-cifar10-resnet18

Based on https://blog.csdn.net/sunqiande88/article/details/80100891, I made some modification.

roboflow-notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

spatial-transformer-gan

ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing :eyeglasses: (CVPR 2018)

ssds.pytorch

Repository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.