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3d-resnets-pytorch

3D ResNets for Action Recognition (CVPR 2018)

abnormal_event_detection

Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder

awesome-trajectory-prediction

client

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

cnn-lstm-bilstm-deepcnn-clstm-in-pytorch

In PyTorch Learing Neural Networks Likes CNN(Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) 、LSTM、BiLSTM、DeepCNN 、CLSTM、CNN and LSTM

development_of_abnormal_behavior_recognition

:fire:Abnormal behavior recognition using CCTV images in subway stations

hello-world

1st

labelimg

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

lhy_dl_hw

mask_rcnn

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

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

ml-notes

notes about machine learning

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

od-pred

pseudo-3d-pytorch

pytorch version of pseudo-3d-residual-networks(P-3D), pretrained model is supported

pseudo-3d-residual-networks

Pseudo-3D Convolutional Residual Networks for Video Representation Learning

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

stgode

Spatial-Temporal Graph ODE Neural Network

stsgcn

AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting

tanet

The AAAI-2020 Paper(Oral):"TANet: Robust 3D Object Detection from Point Clouds with Triple Attention"

tensorly-notebooks

Tensor methods in Python with TensorLy

transformer-for-time-series-forecasting-

Time series forecasting by transformer

vision

Datasets, Transforms and Models specific to Computer Vision

yolo3-pytorch

这是一个yolo3-pytorch的源码，可以用于训练自己的模型。

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite