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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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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 | |
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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 |