Deep_learning_explorations
Codes and experiments while learning and exploring deep learning by personal curiosity and online courses
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Tensorflow Examples | 42,312 | 5 months ago | 218 | other | Jupyter Notebook | |||||
| TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2) | ||||||||||
| Pytorch Cyclegan And Pix2pix | 19,434 | 9 days ago | 476 | other | Python | |||||
| Image-to-Image Translation in PyTorch | ||||||||||
| Datasets | 15,573 |  | 9 | 208 | a day ago | 52 | June 15, 2022 | 531 | apache-2.0 | Python |
| 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools | ||||||||||
| First Order Model | 13,144 | 12 days ago | 280 | other | Jupyter Notebook | |||||
| This repository contains the source code for the paper First Order Motion Model for Image Animation | ||||||||||
| Tensor2tensor | 12,996 |  | 82 | 11 | a month ago | 79 | June 17, 2020 | 588 | apache-2.0 | Python |
| Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | ||||||||||
| Label Studio | 12,346 |  | 3 | 19 hours ago | 159 | June 16, 2022 | 457 | apache-2.0 | Python | |
| Label Studio is a multi-type data labeling and annotation tool with standardized output format | ||||||||||
| Pix2code | 11,584 | a month ago | 6 | apache-2.0 | Python | |||||
| pix2code: Generating Code from a Graphical User Interface Screenshot | ||||||||||
| Fashion Mnist | 9,856 | a year ago | 24 | mit | Python | |||||
| A MNIST-like fashion product database. Benchmark :point_down: | ||||||||||
| Cvat | 9,036 | 19 hours ago | 2 | September 08, 2022 | 482 | mit | TypeScript | |||
| Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale. | ||||||||||
| Pix2pix | 8,452 | 2 years ago | 76 | other | Lua | |||||
| Image-to-image translation with conditional adversarial nets | ||||||||||
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Readme
Deep_learning_explorations
A repository of codes and experiments while learning and exploring deep learning by online courses and work.
Contents
- Multi-Layer perceptron from scratch using numpy on MNIST dataset
- Multi-Layer perceptron using Tensorlfow on MNIST dataset
- Multi-Layer perceptron using FastAI & Pytorch on MNIST dataset
- Shallownet using FastAI on CIFAR10 dataset
- LeNet using FastAI on MNIST dataset
- MiniVggnet using FastAI on CIFAR10 dataset
- Multi-Label facial attributes classfication using FastAI and OpenCV
- Image_similarity_search using FastAI and Local semantic hashing
- Alexnet from scratch on Dogs vs. Cats dataset using Pytorch and FastAI
- MiniGoogLenet using FastAI on CIFAR10 dataset
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Jupyter Notebook
Deep
Dataset
Mnist
Perceptron