Median salaries, most in-demand technologies, state of the remote work... all you need to know your worth on the market by tech recruitment platform talent.io Learn more →
Top 23 Cnn Open-Source Projects
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.Project mention: Experience with OCR models | reddit.com/r/ArtificialInteligence | 2022-08-23
EasyOCR did a great job for my application. No training involved.
A High-Quality Real Time Upscaler for Anime VideoProject mention: Encode video with shaders to file | reddit.com/r/mpv | 2022-09-28
I'm trying to encode video, apply shaders (https://github.com/bloc97/Anime4K) and save output to file.
Download talent.io’s Tech Salary Report. Median salaries, most in-demand technologies, state of the remote work... all you need to know your worth on the market by tech recruitment platform talent.io
An open source library for face detection in images. The face detection speed can reach 1000FPS.Project mention: What would be the best performing face recognition model/architecture? | reddit.com/r/deeplearning | 2021-12-31
There is a good repo for face detection: https://github.com/ShiqiYu/libfacedetection
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022Project mention: Research Topics for Master/PHD | reddit.com/r/computervision | 2022-03-24
I have some interest in image inpainting, but the recent paper introduced by Samsung - https://github.com/saic-mdal/lama seems like it reached a stage where there isn't much room that we can add for novelty. I am quite interested but not confident if I can come up with a novel idea that can do better than the proposed model, especially if they trained the model on multiple GPUs for days, which is something that I don't have.
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.Project mention: Ich habe einen Bot gebastelt für Ovalwichs | reddit.com/r/ovalwichs | 2022-03-25
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial NetworkProject mention: Does anyone know how to zoom in on a photo and make a small part of the detail clearer? Everything I’ve tried just makes it blurry? | reddit.com/r/AskUK | 2022-06-15
Tools to Design or Visualize Architecture of Neural NetworkProject mention: How can we visualise convolution operations like below? Generally is there any tool to create custom visualisation for matrix operations? | reddit.com/r/computervision | 2021-11-23
Truly a developer’s best friend. Scout APM is great for developers who want to find and fix performance issues in their applications. With Scout, we'll take care of the bugs so you can focus on building great things 🚀.
12 Weeks, 24 Lessons, AI for All!Project mention: Artificial Intelligence for Beginners course | reddit.com/r/u_waynerad | 2022-08-23
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastaiProject mention: [P] Deep Learning for time series forecasting (neuralforecast, python package) | reddit.com/r/MachineLearning | 2022-02-07
how about tsai?
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
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.
Datasets, tools, and benchmarks for representation learning of code.
A high performance anime upscalerProject mention: Macroblocks-Compression artifact shader for mpv ? | reddit.com/r/mpv | 2022-05-09
After doing some research i'm probably going to use this shader:https://github.com/TianZerL/Anime4KCPP found in this reddit thread: source
Try out deep learning models online on Google Colab (by tugstugi)
Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)Project mention: Lane Assist system I've been working on over the past few days. | reddit.com/r/trucksim | 2022-04-23
The way this works is that great minds made a paper about lane detection.
Data augmentation for NLP, presented at EMNLP 2019Project mention: Getting Identical Results with Different Models | reddit.com/r/tensorflow | 2022-03-17
Code for https://arxiv.org/abs/1901.11196 found: https://github.com/jasonwei20/eda_nlp
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorchProject mention: [R] Any Content Based Image Retrieval Pretrained Models? | reddit.com/r/MachineLearning | 2022-07-22
https://github.com/filipradenovic/cnnimageretrieval-pytorch is still probably the best one that is public.
SincNet is a neural architecture for efficiently processing raw audio samples.Project mention: [R][P] Announcing audax, a audio ML/DL framework in Jax | reddit.com/r/MachineLearning | 2022-02-25
Code for https://arxiv.org/abs/1808.00158 found: https://github.com/mravanelli/SincNet
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.
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.Project mention: neural networks project | reddit.com/r/learnmachinelearning | 2022-03-29
https://github.com/bentrevett/pytorch-image-classification You can find plethora of options like the one above that I have sent, just google it, After mnist usually people go for image classification for differentiating between cats and dogs
A top-down, practical guide to learn AI, Deep learning and Machine Learning.Project mention: What does it mean to self-learn ML in 2022? | reddit.com/r/learnmachinelearning | 2022-06-07
There's this free guide: https://github.com/emilwallner/How-to-learn-Deep-Learning
My personal note about local and global descriptor
Collection of google colaboratory notebooks for fast and easy experimentsProject mention: Collection of colaboratory notebooks for fast and easy ML experiments | news.ycombinator.com | 2022-08-11
Clean code begins in your IDE with SonarLint. Up your coding game and discover issues early. SonarLint is a free plugin that helps you find & fix bugs and security issues from the moment you start writing code. Install from your favorite IDE marketplace today.
Cnn related posts
Upscale from 1080P to 4K with resolve free version.
3 projects | reddit.com/r/davinciresolve | 27 Jul 2022
Macroblocks-Compression artifact shader for mpv ?
4 projects | reddit.com/r/mpv | 9 May 2022
best shaders for mpv
2 projects | reddit.com/r/mpv | 20 Apr 2022
Question to the Mods: What is the exact criteria for removing new sighting submissions?
2 projects | reddit.com/r/UFOs | 3 Apr 2022
Research Topics for Master/PHD
1 project | reddit.com/r/computervision | 24 Mar 2022
The Black Hole Photographs: Censored Images from America’s Great Depression
1 project | news.ycombinator.com | 10 Feb 2022
Image inpainting tool powered by LaMa
3 projects | news.ycombinator.com | 9 Feb 2022
A note from our sponsor - talent.io
www.talent.io | 1 Oct 2022
What are some of the best open-source Cnn projects? This list will help you:
Are you hiring? Post a new remote job listing for free.