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Top 23 Cnn Open-Source Projects
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EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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libfacedetection
An open source library for face detection in images. The face detection speed can reach 1000FPS.
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lama
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
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tsai
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
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pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
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Tools-to-Design-or-Visualize-Architecture-of-Neural-Network
Tools to Design or Visualize Architecture of Neural Network
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awesome-speech-recognition-speech-synthesis-papers
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
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NCRFpp
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.
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SparK
[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling" (by keyu-tian)
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cnnimageretrieval-pytorch
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
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pytorch-image-classification
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
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How-to-learn-Deep-Learning
A top-down, practical guide to learn AI, Deep learning and Machine Learning.
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🔗 https://github.com/microsoft/AI-For-Beginners 🔗 https://microsoft.github.io/AI-For-Beginners/
Project mention: Leveraging GPT-4 for PDF Data Extraction: A Comprehensive Guide | dev.to | 2023-12-27PyTesseract Module [ Github ] EasyOCR Module [ Github ] PaddlePaddle OCR [ Github ]
Project mention: AI Made These Movies Sharper. Critics Say It Ruined Them. | news.ycombinator.com | 2024-04-15I watch AI enhanced movies and/or shows every day when I use Anime4K, a real-time ML upscaler for anime https://github.com/bloc97/Anime4K
If you give shit-tier blurry DVD messes, it turns them into nicer blurry messes.
If you give it the usual bitrate starved streaming quality show, it looks almost as nice as a blueray.
If you give it a blueray... It basically comes out looking exactly the same. I'll usually still add its "darken lines" filter since I'm a fan of strong linework.
Project mention: Can someone please help me with inpainting settings to remove the subject from this image? I want to rebuild as much of the original background as possible. | /r/StableDiffusion | 2023-07-03You could try to use ControlNet inpaint+lama locally, but results aren't as good in my experience. Or you could try local install of lama directly, but the setup process isn't very smooth.
Project mention: Aeon: A unified framework for machine learning with time series | news.ycombinator.com | 2023-06-22Also https://github.com/timeseriesAI/tsai
Project mention: Programs to create model architectures schemes | /r/learnmachinelearning | 2023-05-31I can recommend this repo it offers a lot of visualization methods for neural networks.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Cnn related posts
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Can someone please help me with inpainting settings to remove the subject from this image? I want to rebuild as much of the original background as possible.
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I have a Rokid Air and am looking for suggestions as to how to include it in a HS classroom.
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GAN-RNN_Timeseries-imputation: NEW Data - star count:133.0
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GAN-RNN_Timeseries-imputation: NEW Data - star count:133.0
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Basic Number Captcha Solver- A CNN classifier for solving EZ-gimpy like captcha images
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Basic-number-captcha-solver - For bypassing ez-gimpy like captchas
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Issue with using a shader called ACNet
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A note from our sponsor - SaaSHub
www.saashub.com | 4 May 2024
Index
What are some of the best open-source Cnn projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | AI-For-Beginners | 31,259 |
| 2 | EasyOCR | 21,953 |
| 3 | Anime4K | 17,783 |
| 4 | libfacedetection | 12,054 |
| 5 | lama | 7,227 |
| 6 | tsai | 4,703 |
| 7 | pytorch-sentiment-analysis | 4,236 |
| 8 | text-classification-cnn-rnn | 4,078 |
| 9 | Tools-to-Design-or-Visualize-Architecture-of-Neural-Network | 4,057 |
| 10 | SRGAN | 3,205 |
| 11 | awesome-speech-recognition-speech-synthesis-papers | 2,875 |
| 12 | NCRFpp | 1,877 |
| 13 | Anime4KCPP | 1,751 |
| 14 | Ultra-Fast-Lane-Detection | 1,680 |
| 15 | dl-colab-notebooks | 1,659 |
| 16 | eda_nlp | 1,536 |
| 17 | SparK | 1,388 |
| 18 | cnnimageretrieval-pytorch | 1,375 |
| 19 | awesome-colab-notebooks | 1,210 |
| 20 | SincNet | 1,097 |
| 21 | pytorch-image-classification | 899 |
| 22 | How-to-learn-Deep-Learning | 698 |
| 23 | Entity | 667 |
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