The codes I made while I practiced various TensorFlow examples

Last update: Dec 08, 2022

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Overview

TensorFlow_Exercises

The codes I made while I practiced various TensorFlow examples

About the codes

I didn't create these codes by myself, but re-create the codes while I was practicing other TensorFlow examples. Here is the list of example codes I refered to.

Sungjun Choi, Tensorflow-101
Aymeric Damien, Tensorflow-Examples
Nathan Lints, Tensorflow-Tutorials
Parag K. Mital, Tensorflow-Tutorials

List of the exercise codes

(More exercises will be updating...)

Slides

You can follow the above examples with the slides.

Feel free to make changes for your own project. And please let me know if you have a suggestion to improve the codes. Thank you!

Owner

Terry Taewoong Um

I'm Terry, a PhD student at University of Waterloo. I'm making fun with machine learning techniques (e.g. DNN, GP) and human/robot motion data :)

GitHub Repository

Algorithm to texture 3D reconstructions from multi-view stereo images

MVS-Texturing Welcome to our project that textures 3D reconstructions from images. This project focuses on 3D reconstructions generated using structur

766 Jan 04, 2023

This is the official code for the paper "Tracker Meets Night: A Transformer Enhancer for UAV Tracking".

SCT This is the official code for the paper "Tracker Meets Night: A Transformer Enhancer for UAV Tracking" The spatial-channel Transformer (SCT) enhan

27 Nov 23, 2022

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

Image Super-Resolution (ISR) The goal of this project is to upscale and improve the quality of low resolution images. This project contains Keras impl

4k Jan 08, 2023

yolov5目标检测模型的知识蒸馏（基于响应的蒸馏）

代码地址： https://github.com/Sharpiless/yolov5-knowledge-distillation 教师模型： python train.py --weights weights/yolov5m.pt \ --cfg models/yolov5m.ya

52 Dec 04, 2022

Python-based Informatics Kit for Analysing Chemical Units

INSTALLATION Python-based Informatics Kit for the Analysis of Chemical Units Step 1: Make a conda environment: conda create -n pikachu python=3.9 cond

47 Dec 23, 2022

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks.

pyradiomics v3.0.1 Build Status Linux macOS Windows Radiomics feature extraction in Python This is an open-source python package for the extraction of

842 Dec 28, 2022

H&M Fashion Image similarity search with Weaviate and DocArray

H&M Fashion Image similarity search with Weaviate and DocArray This example shows how to do image similarity search using DocArray and Weaviate as Doc

18 Aug 11, 2022

Framework for evaluating ANNS algorithms on billion scale datasets.

Billion-Scale ANN http://big-ann-benchmarks.com/ Install The only prerequisite is Python (tested with 3.6) and Docker. Works with newer versions of Py

132 Dec 24, 2022

ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels

ROCKET + MINIROCKET ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels. Data Mining and Knowledge D

298 Dec 26, 2022

ML-Decoder: Scalable and Versatile Classification Head

ML-Decoder: Scalable and Versatile Classification Head Paper Official PyTorch Implementation Tal Ridnik, Gilad Sharir, Avi Ben-Cohen, Emanuel Ben-Baru

189 Jan 04, 2023

Implemenets the Contourlet-CNN as described in C-CNN: Contourlet Convolutional Neural Networks, using PyTorch

C-CNN: Contourlet Convolutional Neural Networks This repo implemenets the Contourlet-CNN as described in C-CNN: Contourlet Convolutional Neural Networ

10 Nov 03, 2022

1st place solution in CCF BDCI 2021 ULSEG challenge

1st place solution in CCF BDCI 2021 ULSEG challenge This is the source code of the 1st place solution for ultrasound image angioma segmentation task (

30 Nov 22, 2022

Raindrop strategy for Irregular time series

Graph-Guided Network For Irregularly Sampled Multivariate Time Series Overview This repository contains processed datasets and implementation code for

74 Jan 03, 2023

Official code for 'Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning' [ICCV 2021]

RTFM This repo contains the Pytorch implementation of our paper: Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Lear

242 Jan 08, 2023

The codes I made while I practiced various TensorFlow examples

Related tags

Overview

TensorFlow_Exercises

About the codes

List of the exercise codes

Slides

Owner

Terry Taewoong Um

Algorithm to texture 3D reconstructions from multi-view stereo images

This is the official code for the paper "Tracker Meets Night: A Transformer Enhancer for UAV Tracking".

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

yolov5目标检测模型的知识蒸馏（基于响应的蒸馏）

Python-based Informatics Kit for Analysing Chemical Units

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks.

H&M Fashion Image similarity search with Weaviate and DocArray

Framework for evaluating ANNS algorithms on billion scale datasets.

ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels

ML-Decoder: Scalable and Versatile Classification Head

Implemenets the Contourlet-CNN as described in C-CNN: Contourlet Convolutional Neural Networks, using PyTorch

1st place solution in CCF BDCI 2021 ULSEG challenge

Raindrop strategy for Irregular time series

Official code for 'Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning' [ICCV 2021]

Development Kit for the SoccerNet Challenge

Real-time analysis of intracranial neurophysiology recordings.

Implementation of the final project of the course DDA6309 Probabilistic Graphical Model

buildseg is a building extraction plugin of QGIS based on PaddlePaddle.

DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation

Shitty gaze mouse controller