Albin James's starred repositories
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
labelImg
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
super-gradients
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
Machine-Learning-Interviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
MinkowskiEngine
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
awesome-yolo-object-detection
🚀🚀🚀 A collection of some awesome public YOLO object detection series projects.
fire-detection-from-images
Detect fire in images using neural nets
The-Julia-Express
A concise Julia language introductory manual for programmers.
FreeCAD-Bundle
Stand-alone repo to Build and Deploy installable FreeCAD images. Do not open general FreeCAD issues here.
arogozhnikov.github.io
'Brilliantly wrong' blog, Machine Learning visualizations live here
tf2-eager-yolo3
Yolo-v3 model was implemented with tf2 eager style. I also implemented the eager model's training function and applied it to other datasets (digit detector, vehicle detector).
knowledge-repository
knowledge repository with learning resources, examples, links for various data science / computer science topics
Mandelbrot.jl
Julia library to compute and plot nice and colorful Mandelbrot Fractals. Uses multi-threading and GPU.
Domestic-Fire-and-Smoke-Dataset
This dataset consists of domestic Fire and Smoke images.
Neuro-Fuzzy-Models
Neuro Fuzzy Models using Metaheuristic Algorithms for Short Term Wind Speed Forecasting