nkmhd3

algorithmic-examples

Algorithmic Marketing Models

CNN_Intent_Classification

CNN for intent classification task in a Chatbot

d2l-en

An interactive deep learning book with code, math, and discussions.

deep_sort_pytorch

MOT tracking using deepsort and yolov3 with pytorch

DeepFaceLab

DeepFaceLab is the leading software for creating deepfakes.

efficientdet

(Pretrained weights provided) EfficientDet: Scalable and Efficient Object Detection implementation by Signatrix GmbH

face_recognition

The world's simplest facial recognition api for Python and the command line

fastbook

Draft of the fastai book

flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

gluon-cv

Gluon CV Toolkit

hub

A library for transfer learning by reusing parts of TensorFlow models.

Image-Classification-Transfer-Learning

Building ResNet152 Model for Image Classification with Small Dataset (99.5% accuracy) | Tensorflow 2.0

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

microsoft-learning-paths-databricks-notebooks

Contains notebooks used in the Microsoft Azure Databricks Learning Paths modules.

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

mono

Neural networks monotonic in individual variables

Object-Detection-and-Tracking

YOLO & RCNN Object Detection and Multi-Object Tracking

Object_Detection_YOLOV3

Implementation of YOLOV3 for detecting and tracking vehicles in the sample video provided as an input argument.

Python

All Algorithms implemented in Python

recsys-on-rnn

A recommender system for predicting online consumer behaviour based on RNN.

t81_558_deep_learning

Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks

Tensorflow_Object_Tracking_Video

Object Tracking in Tensorflow ( Localization Detection Classification ) developed to partecipate to ImageNET VID competition

TrainYourOwnYOLO

Train a state-of-the-art object detector from scratch!

vehicle_tracking_yolov3

This is the final project of the machine vision course. Given that multi-object tracking (MOT) is currently the research focus, this project will open source to help related research. The basis of this project is: yolo v3, multi-target recognition algorithm, Kalman filter tracking, Hungarian algorithm. (IPIL 2016) This project has basically completed the identification and tracking of vehicle targets in the video, but the robustness is not perfect.

VIBE

Official implementation of "VIBE: Video Inference for Human Body Pose and Shape Estimation"

VoTT

Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.

workshop

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

YOLO-CoreML-MPSNNGraph

Tiny YOLO for iOS implemented using CoreML but also using the new MPS graph API.

yolov3

yolov3-tf2

YoloV3 Implemented in Tensorflow 2.0