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

Awesome Monocular 3D detection

Awesome Monocular 3D detection Paper list of 3D detetction, keep updating! Contents Paper List 2022 2021 2020 2019 2018 2017 2016 KITTI Results Paper

184 Jan 04, 2023

Official code for "Distributed Deep Learning in Open Collaborations" (NeurIPS 2021)

Distributed Deep Learning in Open Collaborations This repository contains the code for the NeurIPS 2021 paper "Distributed Deep Learning in Open Colla

96 Sep 15, 2022

This repo provides code for QB-Norm (Cross Modal Retrieval with Querybank Normalisation)

This repo provides code for QB-Norm (Cross Modal Retrieval with Querybank Normalisation) Usage example python dynamic_inverted_softmax.py --sims_train

36 Dec 29, 2022

Computer Vision and Pattern Recognition, NUS CS4243, 2022

CS4243_2022 Computer Vision and Pattern Recognition, NUS CS4243, 2022 Cloud Machine #1 : Google Colab (Free GPU) Follow this Notebook installation : h

142 Dec 15, 2022

MPViT:Multi-Path Vision Transformer for Dense Prediction

MPViT : Multi-Path Vision Transformer for Dense Prediction This repository inlcu

272 Dec 20, 2022

Neural Lexicon Reader: Reduce Pronunciation Errors in End-to-end TTS by Leveraging External Textual Knowledge

Neural Lexicon Reader: Reduce Pronunciation Errors in End-to-end TTS by Leveraging External Textual Knowledge This is an implementation of the paper,

19 Oct 14, 2022

Crosslingual Segmental Language Model

Crosslingual Segmental Language Model This repository contains the code from Multilingual unsupervised sequence segmentation transfers to extremely lo

1 Jun 13, 2022

Semantic Segmentation in Pytorch. Network include: FCN、FCN_ResNet、SegNet、UNet、BiSeNet、BiSeNetV2、PSPNet、DeepLabv3_plus、 HRNet、DDRNet

🚀 If it helps you, click a star! ⭐ Update log 2020.12.10 Project structure adjustment, the previous code has been deleted, the adjustment will be re-

269 Jan 04, 2023

Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners

DART Implementation for ICLR2022 paper Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners. Environment

83 Dec 27, 2022

Light-Head R-CNN

Light-head R-CNN Introduction We release code for Light-Head R-CNN. This is my best practice for my research. This repo is organized as follows: light

835 Dec 06, 2022

This is a model made out of Neural Network specifically a Convolutional Neural Network model

This is a model made out of Neural Network specifically a Convolutional Neural Network model. This was done with a pre-built dataset from the tensorflow and keras packages. There are other alternativ

9 Oct 18, 2022

To Design and Implement Logistic Regression to Classify Between Benign and Malignant Cancer Types

To Design and Implement Logistic Regression to Classify Between Benign and Malignant Cancer Types, from a Database Taken From Dr. Wolberg reports his Clinic Cases.

1 Jul 31, 2022

Tools to create pixel-wise object masks, bounding box labels (2D and 3D) and 3D object model (PLY triangle mesh) for object sequences filmed with an RGB-D camera.

Tools to create pixel-wise object masks, bounding box labels (2D and 3D) and 3D object model (PLY triangle mesh) for object sequences filmed with an RGB-D camera. This project prepares training and t

305 Dec 16, 2022

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

Awesome Monocular 3D detection

Official code for "Distributed Deep Learning in Open Collaborations" (NeurIPS 2021)

This repo provides code for QB-Norm (Cross Modal Retrieval with Querybank Normalisation)

Computer Vision and Pattern Recognition, NUS CS4243, 2022

MPViT:Multi-Path Vision Transformer for Dense Prediction

Neural Lexicon Reader: Reduce Pronunciation Errors in End-to-end TTS by Leveraging External Textual Knowledge

Crosslingual Segmental Language Model

Semantic Segmentation in Pytorch. Network include: FCN、FCN_ResNet、SegNet、UNet、BiSeNet、BiSeNetV2、PSPNet、DeepLabv3_plus、 HRNet、DDRNet

Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners

Light-Head R-CNN

This is a model made out of Neural Network specifically a Convolutional Neural Network model

To Design and Implement Logistic Regression to Classify Between Benign and Malignant Cancer Types

Tools to create pixel-wise object masks, bounding box labels (2D and 3D) and 3D object model (PLY triangle mesh) for object sequences filmed with an RGB-D camera.

HarDNeXt: Official HarDNeXt repository

[ACMMM 2021 Oral] Enhanced Invertible Encoding for Learned Image Compression

An alarm clock coded in Python 3 with Tkinter

Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Code in both PyTorch and TensorFlow

Resources for the Ki testnet challenge

Pseudo-mask Matters in Weakly-supervised Semantic Segmentation

Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition