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talha_yousuf's Projects

fastapi-celery-redis-rabbitmq icon fastapi-celery-redis-rabbitmq

A simple docker-compose app for orchestrating a fastapi application, a celery queue with rabbitmq(broker) and redis(backend)

flashtorch icon flashtorch

Visualization toolkit for neural networks in PyTorch! Demo -->

ganhacks icon ganhacks

starter from "How to Train a GAN?" at NIPS2016

getting-things-done-with-pytorch icon getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

kapre icon kapre

kapre: Keras Audio Preprocessors

keras-image-ocr icon keras-image-ocr

How to train a Keras model to recognize variable length text | DLology

keras-yolo2 icon keras-yolo2

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

knowlege-distillation icon knowlege-distillation

PyTorch, PyTorch Lightning framework for trying knowledge distillation in image classification problems

kubric icon kubric

A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.

lightning-flash icon lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

lightning-transformers icon lightning-transformers

Flexible interface for high-performance research using SOTA Transformers leveraging Pytorch Lightning, Transformers, and Hydra.

lightning-tutorials icon lightning-tutorials

Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.

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