Projects in Awesome Lists by deepmancer

https://github.com/deepmancer/full-stack-fastapi-ftgo

Full stack, modern web application template. Using FastAPI, Vuejs, MongoDB, PostgreSQL, Redis, Metabase, Grafana, Docker, and more!

backend docker docker-compose event-driven fastapi frontend grafana javascript jwt-authentication metabase microservice mongodb openapi postgresql profiling prometheus python redis redisinsight template

Last synced: 11 Apr 2025

https://github.com/deepmancer/clip-object-detection

Zero-shot object detection with CLIP, utilizing Faster R-CNN for region proposals.

clip deep-learning faster-rcnn object-detection openai-clip rcnn region-proposal zero-shot-object-detection

Last synced: 13 May 2025

https://github.com/deepmancer/medseg-diffusion

A PyTorch implementation of MedSegDiff, a diffusion probabilistic model designed for medical image segmentation.

cancer-classification deep-learning deep-neural-networks denoising-diffision-probabalistic-models denoising-diffusion diffusion-models fourier-neural-operator image-segmentation medical-imaging

Last synced: 07 Sep 2025

https://github.com/deepmancer/resnet-cifar-classification

A step-by-step implementation of a ResNet-18 model for image classification on the CIFAR-10 dataset

cifar cifar10 cifar10-classification deep-neural-networks from-scratch image-classification pytorch pytorch-implementation resnet resnet-18 step-by-step-guide

Last synced: 30 Oct 2025

https://github.com/deepmancer/aredis-client

Async Redis Client is a simple and easy-to-use module to interact with Redis databases

aioredis async-redis asyncio python redis redis-client redis-database redis-py redis-sentinel redis-server

Last synced: 01 Apr 2025

https://github.com/deepmancer/rabbitmq-rpc

RabbitMQ RPC is an async, ready-to-use Python framework for event-driven microservices.

event-driven event-sourcing eventbus events message-broker message-bus message-queue microservice microservices-architecture python rabbitmq rabbitmq-client rpc-client rpc-framework

Last synced: 01 Apr 2025

https://github.com/deepmancer/asyncpg-client

Asyncpg Client is a simple and easy-to-use module to interact with PostgreSQL databases

async asynchronous asyncio asyncpg database postgres postgresql postgresql-database pytho

Last synced: 01 Apr 2025

https://github.com/deepmancer/fastapi-auth-jwt

Simple to use FastAPI JWT authentication middleware

authentication authorization bearer-authentication fastapi fastapi-extension fastapi-middleware jwt jwt-authentication python3 starlette starlette-middleware token-based-authentication

Last synced: 18 Oct 2025

https://github.com/deepmancer/mongo-motors

Mongo Motors is an asynchronous, singleton-based connection pooling mechanism for MongoDB

async database mongo mongodb motor nosql nosql-database

Last synced: 12 Oct 2025

https://github.com/deepmancer/tweet-disaster-detection

fine-tuned BERT and scikit-learn models for real-time classification of disaster-related tweets, using TensorFlow, Keras, and Transformers. .

bert bert-fine-tuning classification fine-tuning huggingface-transformers keras keras-tensorflow natural-language-processing nlp scikit-learn tensorflow tensorflow2 tokenizer transformers

Last synced: 01 Apr 2025

https://github.com/deepmancer/ftgo-utils

Shared utilities for FTGO platform

Last synced: 16 Oct 2025

https://github.com/deepmancer/diffusion-gan-vae-pytorch

A PyTorch implementation of various deep generative models, including Diffusion (DDPM), GAN, cGAN, and VAE.

conditional-diffusion conditional-gan conditional-generation diffusion-models fashion-mnist from-scratch generative-adversarial-network mnist pytorch vae-pytorch

Last synced: 27 Jul 2025

https://github.com/deepmancer/adversarial-attacks-robustness

Evaluating CNN robustness against various adversarial attacks, including FGSM and PGD.

adversarial-attacks cnn deep-learning fgsm-attack notebook pgd-adversarial-attacks pgd-attack pytorch robustness targetted-attacks

Last synced: 01 Apr 2025

https://github.com/deepmancer/advanced-recommender-system

Advance information retrieval system that combines advanced indexing, machine learning, and personalized search to enhance academic research and document discovery.

bigram-model collaborative-filtering crawling-python fine-tuning information-retrieval language-model natural-language-processing nlp positional-indexing pytorch recommender-system selenium spelling-correction tokenization transformers vectorization

Last synced: 01 Apr 2025

https://github.com/deepmancer/redisinsight-docker-autoconfig

Automates the configuration of Redis databases in RedisInsight using Docker. This setup simplifies the integration of multiple Redis instances for efficient management and monitoring.

automation bash-scripting configuration docker docker-compose redis redis-database redisinsight script

Last synced: 01 Apr 2025

https://github.com/deepmancer/rss-training-iclr2024

This is the official repository for the ICLR 2024 paper Out-Of-Domain Unlabeled Data Improves Generalization.

adversarial-learning conference-paper distribution-shift distributionally-robust-optimization generalization-error iclr iclr2024 out-of-distribution out-of-distribution-generalization out-of-domain robust-optimization robustness self-supervised-learning semi-supervised-learning unsupervised-learning

Last synced: 11 Jan 2026

https://github.com/deepmancer/vit-gpt2-image-captioning

Fine-tuning an encoder-decoder transformer (ViT-Base-Patch16-224-In21k and DistilGPT2) for image captioning on the COCO dataset

bert coco-dataset distilbert encoder-decoder gpt-2 image-captioning imagenet pre-trained-language-models pytorch torch transformer vision-transformer

Last synced: 01 Apr 2025

https://github.com/deepmancer/roberta-adapter-fine-tuning

Fine-tuning a RoBERTa model for sentiment analysis on the IMDB movie reviews dataset using the Adapter method and PyTorch Transformers

adapter-finetuning bert huggingface imdb-dataset llm pytorch roberta roberta-model sentiment-analysis sentiment-classification transformers

Last synced: 01 Apr 2025

https://github.com/deepmancer/byol-pytorch

BYOL (Bootstrap Your Own Latent), implemented from scratch in Pytorch

bootstrap byol contrastive-learning from-scratch pytorch

Last synced: 01 Apr 2025

https://github.com/deepmancer/unet-semantic-segmentation

PyTorch UNet model for semantic segmentation of urban scenes using the Cityscapes dataset

cityscapes from-scratch image-segmentation semantic-segmentation unet unet-image-segmentation unet-pytorch

Last synced: 12 Feb 2026

https://github.com/deepmancer/deepmancer

"When in doubt, use brute force." - Ken Thompson

computer-science computer-vision deep-learning ml-engineering multimodal-deep-learning natural-language-processing software-engineering

Last synced: 08 May 2025

https://github.com/deepmancer/canada-visa

Ready-to-use LaTeX templates for Canada Study Permit key documents, including Client Information, Proof of Financial Support, and Cover Letters.

application-documents canada easy-to-setup latex latex-document latex-template ready-to-use student-visa study-permit template template-repository visa visa-application

Last synced: 07 Mar 2026

https://github.com/deepmancer/metabase-postgres-docker

Automates the addition of PostgreSQL databases to a Metabase Docker container via the Metabase API. Simplifies data source integration.

automation bash-script docker docker-compose metabase metabase-api metabase-data metabase-deployment postgres postgresql script

Last synced: 17 Feb 2026

https://github.com/deepmancer/flask-authentication-service

Simple Flask-based authentication service providing user login, registration, and token management with MongoDB integration.

async flask flask-application jwt-authentication mongodb python3 simple-project

Last synced: 18 Feb 2026

https://github.com/deepmancer/latex-presentation-template

Effortlessly create professional presentation slides with Beamer and LaTeX.

academic-presentation academic-project beamer beamer-template latex latex-beamer latex-template presentation-slides slides template template-project

Last synced: 04 Aug 2025

https://github.com/deepmancer/microservice-docker-example

A Dockerized microservice example for managing student data with scalable components, Nginx reverse proxy, and PostgreSQL integration.

backend-services boilerplate-template docker docker-compose example-project gateway gateway-microservice microservice microservices-architecture nginx nginx-reverse-proxy postgresql python3

Last synced: 01 Apr 2025

https://github.com/deepmancer/timeseries-anomaly-detection

Analysis of Classical Machine Learning Algorithms for Anomaly Detection in Time Series Data

autoencoder isolation-forest local-outlier-factor machine-learning-algorithms python rolling-statistics scikit-learn scikitlearn-machine-learning step-by-step step-by-step-guide time-series time-series-anomaly-detection z-score

Last synced: 22 Feb 2026

https://github.com/deepmancer/fake-webcam-streamer

Automated Bash script to fake a webcam by streaming a video file as a virtual webcam on Ubuntu. Utilizes v4l2loopback and ffmpeg for seamless setup and operation.

automation bash bash-script camera fake-camera fake-streaming fake-webcam ffmpeg ffmpeg-script linux shell ubuntu v4l2loopback virtual-camera virtual-webcam webcam webcam-streaming

Last synced: 06 Feb 2026

Last synced: 02 Apr 2025