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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
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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
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 |
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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 |