Top 21 Python Cnn Projects
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.Project mention: [Question] Best approach for Optical Character recognition on large (20MB+) photos? | reddit.com/r/opencv | 2021-11-10
Try easyocr or Tesseract. Both are pretty easy to use and don't need much background in OpenCV.
NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.Project mention: Speech and Language Processing (3rd ed. draft) | news.ycombinator.com | 2021-10-17
They still talk about Hidden Markov Models (HMMs) in quite a bit of detail in the sequence labelling chapter, but you are quite right, Conditional Random Fields (CRFs) and especially neural network based CRFs are in the top rankings when it comes to named entity recognition (NER) and part-of-speech tagging (POS), e.g. see https://github.com/jiesutd/NCRFpp.
OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.
Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]Project mention: [P] Can't finish my master's thesis. What to do? | reddit.com/r/MachineLearning | 2022-01-19
Thanks for the comment. I am using the 3d views directly. I tried to use some form of style transfer (https://github.com/naoto0804/pytorch-AdaIN) from real to synth data, but the result was'nt that appealing, so I moved on. I guess that it could be due to the fact that generally the real data that I have has low resolution (120x40 tipically). I ll have a check on the model that you suggested though, seems interesting.
A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101Project mention: How to setup gesture recognition on the Nano? | reddit.com/r/JetsonNano | 2021-04-21
I'm pretty new to the Nano and AI in general, but I'm currently working on a school project that requires me to use the Nano. I was wondering how if there are any good tutorials on how to setup the Nano and it's IMX219 camera so that it can recognize gestures. One of the datasets is this: https://github.com/ahmetgunduz/Real-time-GesRec. Thank you in advanced!
Deep learning for audio denoisingProject mention: Help with speech enhancement | reddit.com/r/deeplearning | 2021-10-25
Hi iam very new to deep learning and starting to experiment and learn So I wanted to denoise and enhance some speech files After going through alot of repos this one was the best https://github.com/vbelz/Speech-enhancement I installed all the dependencys (it was a hell) I had my data ready I started a test (10 epochs) and it was done But when I wanted to test it it says there is no json file and there isn't any! I read the code and and there is no function to make a json file its really confusing And iam pissed af all of the deep learning projects in github have near to no documentation even of how to use per traind models and finding a one that's has even the traing feature is a luxury and like the one that iam useing because the repos aren't updated from the last century they don't work
Collection of google colaboratory notebooks for fast and easy experimentsProject mention: Text-to-Image recursive zoom | reddit.com/r/MediaSynthesis | 2021-06-25
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Sentence Classifications with Neural NetworksProject mention: Does anyone a repository of some sorts where there area A LOT of English sentences of different types(imperative, interrogative and assertive) which are separated properly? | reddit.com/r/datascience | 2022-01-11
PyTorch Implementation of CvT: Introducing Convolutions to Vision TransformersProject mention: CvT: Introducing Convolutions to Vision Transformers | reddit.com/r/computervision | 2021-03-30
News API without any API KEYProject mention: looking for rss like free news api | reddit.com/r/webdev | 2021-12-02
I have some good news for you my friend - https://github.com/SauravKanchan/NewsAPI
Scripts for training an AI to play the endless runner Subway Surfers using a supervised machine learning approach by imitation and a convolutional neural network (CNN) for image classificationProject mention: Started programming with cs50x last and ai50 this year - I expanded one of the psets to make an ai play a game | reddit.com/r/cs50 | 2021-09-24
Unofficial PyTorch Implementation of "DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features"Project mention: [R] DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features | reddit.com/r/MachineLearning | 2021-10-05
Unofficial Code : https://github.com/dongkyuk/DOLG-pytorch
Train PyTorch Models using the Genetic Algorithm with PyGADProject mention: PyGAD 2.13.0 Released! A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algorithms (Supports Keras and PyTorch) | reddit.com/r/u_ahmed26gad | 2021-03-12
Kervolution Library in PyTorch (CVPR 2019 Oral)Project mention: Extending kerv2d to kerv3d in https://github.com/wang-chen/kervolution/blob/unfold/kervolution.py | reddit.com/r/pytorch | 2021-07-05
Dear friends, I am trying to create custom kerv3d layer from the existing custom kerv2d layer given in the repository https://github.com/wang-chen/kervolution/blob/unfold/kervolution.py. Can anyone please suggest me suitable modifications to kerv2d layer for getting kerv3d. I want to replace conv3d layer with kerv3d for experimentation. Thank you.
In this repository, we explore using a hybrid system consisting of a Convolutional Neural Network and a Support Vector Machine for Keyword Spotting task.Project mention: How to train large deep learning models as a startup | news.ycombinator.com | 2021-10-07
The search term you're looking for is "Keyword Spotting" - and that's what's implemented locally for ~embedded devices that sit and wait for something relevant to come along so that they know when to start sending data up to the mothership (or even turn on additional higher-power cores locally).
Here's an example repo that might be interesting (from initial impressions, though there are many more out there) : https://github.com/vineeths96/Spoken-Keyword-Spotting
A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).Project mention: What is an efficient algorithm for creating a sliding window convolution? | reddit.com/r/learnmachinelearning | 2021-06-07
Using Pytorch to Create Deep Learning Models.Project mention: Using PyTorch to Create Deep Learning Models. | reddit.com/r/deeplearning | 2021-12-08
I've created a repository full of PyTorch codes for different deep learning models, please finish check out and any feedback is appreciated.https://github.com/kumarUjjawal/pytorch_deep_learning/tree/master
AI that generates human faces which have never been seen before. The future is now 😁Project mention: Github | reddit.com/r/Kenya | 2021-12-28
Classification of the MNIST dataset using various Deep Learning techniquesProject mention: PyTorch Ensemble model | reddit.com/r/pytorch | 2022-01-05
I created a CNN for a classification problem using 2 different techniques: 1) conventional CNN and 2) contrastive learning (SimCLR framework). As a reference code, I attack the starting point of my coding: https://github.com/giakou4/MNIST_classification.
Vectorized 2D Convolution in NumPyProject mention: Vectorized Convolution in NumPy - A vectorized implementation of the convolution part of a CNN | reddit.com/r/coolgithubprojects | 2021-05-20
An asynchronous dual application (web + Telegram bot) for stylization images.Project mention: A dual application (web + Telegram bot) for stylization images. | reddit.com/r/madeinpython | 2021-11-13
Share my recent pet project (github).
Python Cnn related posts
What would be the best performing face recognition model/architecture?
3 projects | reddit.com/r/deeplearning | 31 Dec 2021
4 projects | reddit.com/r/Kenya | 28 Dec 2021
looking for rss like free news api
2 projects | reddit.com/r/webdev | 2 Dec 2021
Help with speech enhancement
1 project | reddit.com/r/deeplearning | 25 Oct 2021
[R] DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features
1 project | reddit.com/r/MachineLearning | 5 Oct 2021
Started programming with cs50x last and ai50 this year - I expanded one of the psets to make an ai play a game
1 project | reddit.com/r/cs50 | 24 Sep 2021
subwAI: training an AI to play the endless runner Subway Surfers using a convolutional neural network (CNN) for image classification
1 project | reddit.com/r/coolgithubprojects | 24 Sep 2021
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