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alphapose

Real-Time and Accurate Multi-Person Pose Estimation&Tracking System

darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

data-science--cheat-sheet

Cheat Sheets

densenet-keras

DenseNet Implementation in Keras with ImageNet Pretrained Models

detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

fishnet

Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018

five-video-classification-methods

Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow

keras-applications

Reference implementations of popular deep learning models.

keras-resnet3d

Implementations of ResNets for volumetric data, including a vanilla resnet in 3D.

mine

models

Models and examples built with TensorFlow

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

pyranet

Code for "Learning Feature Pyramids for Human Pose Estimation" (ICCV 2017)

tf-cpn

a tensorflow implementation of CPN (Cascaded Pyramid Network for Multi-Person Pose Estimation)

tf-faster-rcnn

Tensorflow Faster RCNN for Object Detection

tf-pose-estimation

Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.

tflite-micro-seq2seq

attentional sequence-to-sequence model (based on LSTMs) in TFLite Micro, tested on Arduino Nano 33 BLE

videopose3d

Efficient 3D human pose estimation in video using 2D keypoint trajectories