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Top 23 Python Cnn 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.
Project mention: I made a website for a friend who owns a restaurant. He's wondering if there's a way to upload a picture of his menu daily. What is the best way to do this? | reddit.com/r/learnprogramming | 2023-01-15 -
Project 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
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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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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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.
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Project 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
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cnnimageretrieval-pytorch
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
Project mention: [R] Any Content Based Image Retrieval Pretrained Models? | reddit.com/r/MachineLearning | 2022-07-22https://github.com/filipradenovic/cnnimageretrieval-pytorch is still probably the best one that is public.
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Project mention: Does this SincNet (neural architecture) contain a discriminator? | reddit.com/r/learnmachinelearning | 2022-12-30
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InfluxDB
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.
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pytorch-AdaIN
Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]
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SparK
[ICLR'23 Spotlight] The first successful BERT-style pretraining on any *convolutional network*; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling" (by keyu-tian)
Project mention: [R] [ICLR'2023 Spotlight🌟]: The first BERT-style pretraining on CNNs! | reddit.com/r/MachineLearning | 2023-01-22For more details on SparK, please see our paper and code&demo, or shoot us questions!
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Real-time-GesRec
Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101
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convolution-vision-transformers
PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers
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explainable-cnn
📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.
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Project mention: Machine learning & operations research | reddit.com/r/OperationsResearch | 2022-11-24
OMLT does this conversion for you, both for neural network and gradient boosting ML-models :)
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DOLG-pytorch
Unofficial PyTorch Implementation of "DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features"
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Image-Forgery-Detection-CNN
Image forgery detection using convolutional neural networks. Group 10's final project for TU Delft's course CS4180 Deep Learning 2019.
Project mention: Question to the Mods: What is the exact criteria for removing new sighting submissions? | reddit.com/r/UFOs | 2022-04-03So far the bot archives only on the Telegram chann image/video posts that are posted to this subreddit exclusively hosted by the reddit uploaded media servers. It only tries to classify still images, using a small pre-trained dataset ueint from this GitHub repo: https://github.com/kPsarakis/Image-Forgery-Detection-CNN
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subwAI
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 classification
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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).
The latest post mention was on 2023-02-06.
Python Cnn related posts
- Does this SincNet (neural architecture) contain a discriminator?
- TypeError: layer_norm(): argument 'input' (position 1) must be Tensor, not SincNet.
- Machine learning & operations research
- Upscale from 1080P to 4K with resolve free version.
- Question to the Mods: What is the exact criteria for removing new sighting submissions?
- What would be the best performing face recognition model/architecture?
- Github
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Index
What are some of the best open-source Cnn projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | EasyOCR | 16,899 |
| 2 | SRGAN | 2,892 |
| 3 | NCRFpp | 1,847 |
| 4 | Ultra-Fast-Lane-Detection | 1,411 |
| 5 | eda_nlp | 1,354 |
| 6 | cnnimageretrieval-pytorch | 1,268 |
| 7 | SincNet | 997 |
| 8 | pytorch-AdaIN | 880 |
| 9 | awesome-colab-notebooks | 670 |
| 10 | Fast-SRGAN | 549 |
| 11 | SparK | 503 |
| 12 | Real-time-GesRec | 472 |
| 13 | Speech-enhancement | 438 |
| 14 | Entity | 412 |
| 15 | deepnet | 315 |
| 16 | sentence-classification | 229 |
| 17 | convolution-vision-transformers | 191 |
| 18 | explainable-cnn | 184 |
| 19 | OMLT | 181 |
| 20 | NewsAPI | 135 |
| 21 | DOLG-pytorch | 94 |
| 22 | Image-Forgery-Detection-CNN | 88 |
| 23 | subwAI | 83 |
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