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Top 23 Python convolutional-neural-network Projects
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You can manually download and extract the dataset(t10k-images-idx3-ubyte.gz, t10k-labels-idx1-ubyte.gz, train-images-idx3-ubyte.gz and train-labels-idx1-ubyte.gz) from here to data/FashionMNIST/raw/.
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
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darkflow
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
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Efficient-AI-Backbones
Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.
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Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
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cnnimageretrieval-pytorch
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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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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Sign-Language-Interpreter-using-Deep-Learning
A sign language interpreter using live video feed from the camera.
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hardnet
Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"
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torch-conv-kan
This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implementations of 1D, 2D, and 3D convolutions with different kernels, ResNet-like and DenseNet-like models, training code based on accelerate/PyTorch, as well as scripts for experiments with CIFAR-10 and Tiny ImageNet.
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Lifting-from-the-Deep-release
Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"
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assembled-cnn
Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"
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cnn-from-scratch
A Convolutional Neural Network implemented from scratch (using only numpy) in Python. (by vzhou842)
Project mention: CNN-from-Scratch VS cnn-from-scratch - a user suggested alternative | libhunt.com/r/CNN-from-Scratch | 2024-07-19This one is longer & complex but cleaner
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traiNNer
traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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).
Python convolutional-neural-networks discussion
Python convolutional-neural-networks related posts
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Alternatives to Cosine Similarity
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Unable to run stable diffusion locally
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Overall loss in PPO, why does it matter?
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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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[R] [ICLR'2023 Spotlight🌟]: The first BERT-style pretraining on CNNs!
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[R] A new work makes CNNs (e.g., ResNet) enjoy the BERT-style pretraining! (with a video demo)
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Sharpened Cosine Distance as an Alternative for Convolutions
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A note from our sponsor - InfluxDB
www.influxdata.com | 15 May 2025
Index
What are some of the best open-source convolutional-neural-network projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | fashion-mnist | 12,163 |
| 2 | Pytorch-UNet | 10,098 |
| 3 | darkflow | 6,146 |
| 4 | Efficient-AI-Backbones | 4,209 |
| 5 | Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials | 3,860 |
| 6 | dl-4-tsc | 1,600 |
| 7 | cnnimageretrieval-pytorch | 1,468 |
| 8 | SparK | 1,337 |
| 9 | head-pose-estimation | 1,289 |
| 10 | SincNet | 1,171 |
| 11 | PixelLib | 1,068 |
| 12 | NeuRec | 1,054 |
| 13 | Youtube-Code-Repository | 908 |
| 14 | sudoku | 843 |
| 15 | BCDU-Net | 741 |
| 16 | Sign-Language-Interpreter-using-Deep-Learning | 636 |
| 17 | hardnet | 523 |
| 18 | torch-conv-kan | 490 |
| 19 | Lifting-from-the-Deep-release | 450 |
| 20 | Mask-RCNN-TF2 | 338 |
| 21 | assembled-cnn | 327 |
| 22 | cnn-from-scratch | 320 |
| 23 | traiNNer | 300 |
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