436 Open source projects that are alternatives of or similar to labml

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

TF2 Deep FloorPlan Recognition using a Multi-task Network with Room-boundary-Guided Attention. Enable tensorboard, quantization, flask, tflite, docker, github actions and google colab.

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

Text Classification in Turkish Texts with Bert

IceData: Datasets Hub for the *IceVision* Framework

This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip Chakraborty, Aritra Roy Gosthipaty and Sayak Paul.

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

Potato Disease Classification - Training, Rest APIs, and Frontend to test.

Graph convolution with tf.keras

Tensorflow 2 Faster-RCNN implementation from scratch supporting to the batch processing with MobileNetV2 and VGG16 backbones

Implementation of GradCAM & Guided GradCAM with Tensorflow 2.x

Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]

Creating word embeddings from scratch and visualize them on TensorBoard. Using trained embeddings in Keras.

A deep learning model to age faces in the wild, currently runs at 60+ fps on GPUs

The wizard UI pattern implemented using yii2-workflow

Deep Reinforcement Learning in Autonomous Driving: the A3C algorithm used to make a car learn to drive in TORCS; Python 3.5, Tensorflow, tensorboard, numpy, gym-torcs, ubuntu, latex

TensorFlow2+ graph image augmentation library optimized for tf.data.Dataset.

Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954

Use Unity to generate synthetic images for deep learning image segmentation in PyTorch and fastai

Fast.AI course complete docker container for Paperspace and Gradient

Implement Question Generator with SOTA pre-trained Language Models (RoBERTa, BERT, GPT, BART, T5, etc.)

Recurrent Neural Network (LSTM) by using TensorFlow and Keras in Python for BitCoin price prediction

This project is a semi-supervised approach to detect emotions on faces in-the-wild using GAN

Easily download, verify, and extract archives

TF2 implementation of PointNet for segmenting point clouds

This repository focuses on training semantic segmentation models to predict the presence of floodwater for disaster prevention. Models were trained using SageMaker and Colab.

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022

A system to recognize whether signatures are forged or real.

TypeEdge is a strongly-typed development experience for Azure IoT Edge.

Tensorflow Keras implementation of ordinal regression using consistent rank logits (CORAL) by Cao et al. (2019)

Русскоязычный чат-бот для Discord на архитектуре Transformer

ML Prediction of Bible Topics and Passages (Python / React)

Implementation of One Shot Learning using Convolutional Siamese Networks on Omniglot Dataset

Single Lead ECG signal Acquisition and Arrhythmia Classification using Deep Learning

🧪A/B-Testing React Hook

This project presents a simple framework to retrieve images similar to a query image.

Clean minimal implementation of Free-Form Image Inpainting with Gated Convolutions in pytorch lightning. Inspired from pytorch implementation by @avalonstrel.

Examples to show case how to build web based UI (that can be invoked using curl) for console applications using Javascript(NodeJS)

Code for running a multicolor structured illumination microscopy (SIM) experiment using a DLP6500 digital micromirror device (DMD) and performing SIM reconstruction.

docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

Gaussian Mixture Convolutional AutoEncoder applied to CT lung scans from the Kaggle Data Science Bowl 2017

Minimal implementation of adaptive gradient clipping (https://arxiv.org/abs/2102.06171) in TensorFlow 2.

Tensorflow Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours.

neural network based speaker embedder

Brain extraction in presence of abnormalities, using single and multiple MRI modalities

Seamlessly integrate matplotlib figures as tensorflow summaries.

Working golang + tensorflow

VariantRetriever is a minimalist package for feature flagging

Some notes, tutorials, and some experimentation with the fast.ai library (https://github.com/fastai/fastai)

Source for post "An Easy Guide to build new TensorFlow Datasets and Estimator with Keras Model"

PyTorch Project Specification.

A Tensorflow retrieval (space embedding) baseline. Metric learning baseline on CUB and Stanford Online Products.

Unofficial PyTorch implementation of "Progressive Growing of GANs for Improved Quality, Stability, and Variation".

Automatic machine learning for tabular data. ⚡🔥⚡

Translating English sentences to Marathi using Neural Machine Translation

sequence tagging for NER for ULMFiT

熊猫识别不定长验证码,基于tensorflow2.2(tensorflow2.3也可以运行)轻松就能练出不错的模型

My fastai blog

2019北京大学软件与微电子学院曹健老师的《人工智能实践》作业，有完整的注释,欢迎提出issue以及request

Deep learning computer vision for classifying wildlife in camera trap images