fourierer/Knowledge_Base

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19
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Language
Python
Created about 5 years ago
Updated 3 months ago

fourierer/Knowledge_Base

fourierer

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collect some questions in AI interview, include mathematics, computer algorithm, dl or ml model and so on

Video_Classification_ResNet3D_Pytorch

Using ResNet3D to train on Kinetics form scratch or fine-tune on UCF-101(or others) with Kinetics pretrained model.

Video_Classification_ResNet3D_R2plus1D_ip-CSN_train-UCF101-HMDB51-Kinetics400-from-scratch

Using ResNet3D-50,R(2+1)D-50, and ip_CSN-50 to train UCD-101,HMDB-51 and Kinetics-400 from scratch.

Learning_Papers_of_Human_Pose_Estimation

Learning SimpleBaseline and LightweightBaseling for Human Pose Estimation

ffmpeg

Just for learning ffmpeg

classification_of_ImageNet_Resnet_Pytorch

classify the imagenet using resnet model in pytorch

Recognizing-Image-Style

Recognizing Image Style with Resnet or other model in pytorch

multiple_label_classification

multiple label classification with MobileNetV2, ShuffleNetV2 and GhostNet

Learn_GhostNet_pytorch

This repository is created for learning the GhostNet paper and code, the code copy from "https://github.com/iamhankai/ghostnet.pytorch"

Pedestrian_Attribute_Recognition

Recognizing pedestrian attributes on RAP(V2) via pytorch, copy from 'https://github.com/dangweili/pedestrian-attribute-recognition-pytorch' ,annotate the code and the learn model

Training_model_with_Data_Parallelism

Introduce several ways of data parallelism training, train model on one machine and seven GPUs.