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ai_utils

aot-benchmark

An efficient modular implementation of Associating Objects with Transformers for Video Object Segmentation in PyTorch

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

dts-pytorch

Deep Text Scoring in PyTorch: Flexible RNN (LSTM, GRU, etc) model for character sequences

dts-tf

Deep Text Scoring in TensorFlow: Implementation of Hierarchical Attention Network (RNN) model - operates on either character or word sequences

exllamav2

A fast inference library for running LLMs locally on modern consumer-class GPUs

fptrans

PyTorch and PaddlePaddle implementation of paper "Feature-Proxy Transformer for Few-Shot Segmentation" (NeurIPS 2022)

har-pytorch

Deep Learning for HAR: models and tools for Human Activity Recognition from IMU sensor (accelerometer, gyroscope) data

lightly

A python library for self-supervised learning on images.

loyal-intent

Loyal AI Coding Challenge - Intent Classification

mesh-transformer-jax

Model parallel transformers in JAX and Haiku

move-seg

Code for MOVE: Unsupervised Movable Object Segmentation and Detection; NeurIPS 2022

multiple-hungarian

photo-search-on-aws

The Photo Search on AWS solution leverages Amazon Rekognition's artificial intelligence (AI) and machine learning (ML) capabilities to search through your library of images and help find the right photos efficiently. The solution allows you to find a right match for a celebrity, politician, CEO, or a field expert from your large library of photogra

plagiarism-detect

prompt-loss-weight

code for Medium article on prompt-loss-weight

qwikboost

A fork of xgboost, augmented with Quadratic Weighted Kappa optimization

repp

review_object_detection_metrics

Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

sequencetobettersequence

Tensorflow code for the paper: J. Mueller, D. Gifford, and T. Jaakkola. Sequence to Better Sequence: Continuous Revision of Combinatorial Structures. ICML 2017

ssd

SSD: A Unified Framework for Self-Supervised Outlier Detection [ICLR 2021]

telesculptor

TeleSculptor: Aerial Photogrammetry Application powered by KWIVER

tph-yolov5

transformers-tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite

vicregl

VICRegL official code base

word2vec-matlab

word2vec skip-gram model implemented in matlab

yolo-heatmaps

A utility for generating heatmaps of YOLOv5 using Layerwise Relevance Propagation (LRP/CRP).