Python convolutional-neural-networks

Open-source Python projects categorized as convolutional-neural-networks | Edit details

Top 23 Python convolutional-neural-network Projects

  • fashion-mnist

    A MNIST-like fashion product database. Benchmark :point_down:

    Project mention: How to produce data visualizations like this? | | 2022-01-05
  • image-super-resolution

    🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

    Project mention: [P] Tutorial on using image super-resolution without Photoshop | | 2021-12-11
  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • Super-SloMo

    PyTorch implementation of Super SloMo by Jiang et al.

    Project mention: Cop records huge crash with his bodycam. | | 2021-01-27

    No, this is clearly based on deep training based methods. Traditional algorithms wouldn't have fucked up the text that badly. The artefacts in the video practically scream "i ran this clip thru SuperSloMo".

  • image-quality-assessment

    Convolutional Neural Networks to predict the aesthetic and technical quality of images.

    Project mention: Extracting Images from Video | | 2021-03-11
  • sudoku

    Can Neural Networks Crack Sudoku? (by Kyubyong)

    Project mention: Anon is hacker-pedophile | | 2021-04-02

    well, which one?

  • PixelLib

    Visit PixelLib's official documentation

    Project mention: New Project In Computer Vision For Beginner | | 2022-01-20
  • Youtube-Code-Repository

    Repository for most of the code from my YouTube channel

    Project mention: PPO cannot play CartPole ? | | 2021-11-01

    A very good performance reference code, which convers in 200 episodes.

  • OPS

    OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.

  • Lifting-from-the-Deep-release

    Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"

    Project mention: How do I install deeplearning package from github and apply transfer learning on it? | | 2021-07-17

    You should try reading the source code of the bash script and the other source files to get a sense of what they do and how you can incorporate it into your project. Here's some tips to get started (assuming you're looking at this repo:

  • assembled-cnn

    Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

    Project mention: [R] ResNet strikes back: An improved training procedure in timm. There has been significant progress on best practices for training neural nets since ResNet's introduction in 2015. With such advances, a vanilla ResNet-50 reaches 80.4% top-1 accuracy on ImageNet without extra data or distillation. | | 2021-10-04

    As far as i know, the assemble-ResNet-50 ( gets 82.8% top-1, though they make some (minor) changes to ResNet-50 architecture.

  • XVFI

    Official repository of XVFI (ICCV 2021, Oral)

    Project mention: [D] Has anyone compared XVFI's interpolation quality with RIFE? | | 2021-10-10

    GitHub - JihyongOh/XVFI: Official repository of XVFI (accepted in ICCV2021, Oral)

  • Mask-RCNN-TF2

    Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.0

    Project mention: [Video Tutorial] Run Mask R-CNN for Object Detection | | 2021-05-14
  • traiNNer

    traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.

    Project mention: Anime ESRGAN superresolution upscaler, trained by JoeyBallentine | | 2021-05-28

    Models like NMKD's mentioned 4x_NMKD-YandereNeoXL_200k were trained using this repo: , which is constantly being updated with new techniques and options.

  • human-action-classification

    This repository allows you to classify 40 different human actions. Pose detection, estimation and classification is also performed. Poses are classified into sitting, upright and lying down.

    Project mention: Exercise recognition using HRNet | | 2021-03-19

    Train another classification model for each exercise which will be feed with image with drawn keypoints. Something like this -

  • open-lpr

    Open Source and Free License Plate Recognition Software

    Project mention: Facebookgrupper kartlägger civila polisbilar – kan vara blåljussabotage - Nyheter (Ekot) | | 2021-11-27
  • pyradox

    State of the Art Neural Networks for Deep Learning

  • GLOM-TensorFlow

    An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data

    Project mention: Implementing Geoffrey Hinton's latest paper | | 2021-04-13
  • kervolution

    Kervolution Library in PyTorch (CVPR 2019 Oral)

    Project mention: Extending kerv2d to kerv3d in | | 2021-07-05

    Dear friends, I am trying to create custom kerv3d layer from the existing custom kerv2d layer given in the repository Can anyone please suggest me suitable modifications to kerv2d layer for getting kerv3d. I want to replace conv3d layer with kerv3d for experimentation. Thank you.

  • cnn-raccoon

    Create interactive dashboards for your Convolutional Neural Networks with a single line of code!

  • dnn_from_scratch

    A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).

    Project mention: What is an efficient algorithm for creating a sliding window convolution? | | 2021-06-07
  • cnn-in-welding

    Detecting Faults and Measuring Severity in Welding using Radiographic Images

    Project mention: Detecting Welding Defects in Steel Plates using Computer Vision Algorithms | | 2021-09-11

    The dataset contains two directories. The raw images are stored in images directory and the segmented images are stored in labels directory.

  • easytorch

    EasyTorch is a research-oriented pytorch prototyping framework with a straightforward learning curve. It is highly robust and contains almost everything needed to perform any state-of-the-art experiments.

    Project mention: PyTorch Tutor | | 2021-10-30
  • 3d-multi-resolution-rcnn

    Official PyTorch implementaiton of the paper "3D Instance Segmentation Framework for Cerebral Microbleeds using 3D Multi-Resolution R-CNN."

    Project mention: 3D rcnn | | 2021-09-07

    Is this what you're looking for:

  • Conformer

    An implementation of Conformer: Convolution-augmented Transformer for Speech Recognition, a Transformer Variant in TensorFlow/Keras

    Project mention: [P] I implemented Conformer: Convolution-augmented Transformer | | 2022-01-04
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 2022-01-20.

Python convolutional-neural-networks related posts


What are some of the best open-source convolutional-neural-network projects in Python? This list will help you:

Project Stars
1 fashion-mnist 9,734
2 image-super-resolution 3,368
3 Super-SloMo 2,729
4 image-quality-assessment 1,499
5 sudoku 763
6 PixelLib 653
7 Youtube-Code-Repository 494
8 Lifting-from-the-Deep-release 437
9 assembled-cnn 328
10 XVFI 161
11 Mask-RCNN-TF2 135
12 traiNNer 119
13 human-action-classification 113
14 open-lpr 61
15 pyradox 58
16 GLOM-TensorFlow 32
17 kervolution 31
18 cnn-raccoon 30
19 dnn_from_scratch 21
20 cnn-in-welding 20
21 easytorch 11
22 3d-multi-resolution-rcnn 9
23 Conformer 9
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