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Datasets, Transforms and Models specific to Computer Vision
All image quality metrics you need in one package.
Recipes for shrinking, optimizing, customizing cutting edge vision models. 💜
Time series forecasting with PyTorch
A python library for user-friendly forecasting and anomaly detection on time series.
Effortless data labeling with AI support from Segment Anything and other awesome models.
Master programming by recreating your favorite technologies from scratch.
Command-line program to download videos from YouTube.com and other video sites
Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.
Identifying and removing near-duplicate images using perceptual hashing.
Automatically find issues in image datasets and practice data-centric computer vision.
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Curated list of awesome works on unsupervised object localization in 2D images.
Images to inference with no labeling (use foundation models to train supervised models).
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models l…
Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)
Estimate/count FLOPS for a given neural network using pytorch
Tips for Writing a Research Paper using LaTeX
Quantifying imbalanced classification methods for leukemia detection
A repo for training and finetuning models for hands segmentation.
List of tech companies to help developers to find job.
This UI lets users register an account along with their Doctor's information. The user can then either take new images or load images from the disk and the toolkit will run the diagnosis in the bac…
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.
A curated list of awesome computer vision resources
Over 200 figures and diagrams of the most popular deep learning architectures and layers FREE TO USE in your blog posts, slides, presentations, or papers.