faizwhb

transfer_learning_toolkit

This repo contains some models and training utils for successfully training image classification models

deep_sort_pytorch

MOT tracking using deepsort yolo3 with pytorch

DeOldify

A Deep Learning based project for colorizing and restoring old images

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

DSFD.pytorch

Robust Face Detection using Dual Shot Face Detection

EAST

This is a pytorch re-implementation of EAST: An Efficient and Accurate Scene Text Detector.

EmbeddingDistillation

Learning Metrics from Teachers: Compact Networks for Image Embedding (CVPR19)

faceboxes-pytorch

A PyTorch Implementation of FaceBoxes

faizwhb

FCOS

FCOS: Fully Convolutional One-Stage Object Detection

imageClassification

Finetuning PreTrained ImageNet Trained Models for Image Classification

Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

lime

Lime: Explaining the predictions of any machine learning classifier

locating-objects-without-bboxes

PyTorch code for locating objects without bounding boxes - Loss function and trained models

models

Models and examples built with TensorFlow

Person_reID_baseline_pytorch

A tiny, friendly, strong pytorch implement of person re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

pt-sdae

PyTorch implementation of SDAE (Stacked Denoising AutoEncoder)

pygoturn

PyTorch implementation of GOTURN object tracker: Learning to Track at 100 FPS with Deep Regression Networks (ECCV 2016)

pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

python-is-cool

Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

pytorch-Deep-Learning-Minicourse

Minicourse in Deep Learning with PyTorch

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

pytorch-openpose

pytorch implementation of openpose including Hand and Body Pose Estimation.

pytorch.repmet

THIS PROJECT IS BEING REWORKED TO BE MORE READABLE ALSO CURRENTLY ADDING DETECTION

pytorch_Realtime_Multi-Person_Pose_Estimation

This is a pytorch version of Realtime_Multi-Person_Pose_Estimation, origin code is here https://github.com/ZheC/Realtime_Multi-Person_Pose_Estimation

robustness

A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.

SketchTriplet

A PyTorch Implementation for Sketch Triplet Networks

tensorflow2_scaffold

This repo contains small endeavours into custom and experimental tensorflow2 features

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

torchcv

A PyTorch-Based Framework for Deep Learning in Computer Vision