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3d-pose-baseline

A simple baseline for 3d human pose estimation in tensorflow. Presented at ICCV 17.

algorithm

audioset_classification

audioset_tagging_cnn

awesome-human-pose-estimation

Human Pose Estimation Related Publication

deep-learning-in-production

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

deploying-deep-learning-models-using-tensorflow-serving-with-docker-and-flask

In this tutorial, we will deploy a Pre-trained TensorFlow model with the help of TensorFlow Serving with Docker, and we will also create a visual web interface using Flask web framework which will serve to get predictions from the served TensorFlow model and help end-users to consume through API calls.

detectron2

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

fast-style-transfer

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

flownet3d

FlowNet3D: Learning Scene Flow in 3D Point Clouds (CVPR 2019)

frtm-vos

Code accompanying the paper Learning Fast and Robust Target Models for Video Object Segmentation

gourmet-guru

learn-retrieval-augmented-generation

Examples and demos on how to use Retrieval Augmented Generation with Large Language Models

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

megadepth

Code of single-view depth prediction algorithm on Internet Photos described in "MegaDepth: Learning Single-View Depth Prediction from Internet Photos, Z. Li and N. Snavely, CVPR 2018".

mnist_flask_docker

models

Models and examples built with TensorFlow

objectposeestimationsummary

Resources (papers, datasets, rendering methods) in the domain of object pose estimation.

openpose

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

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

pytorch-retinanet

Pytorch implementation of RetinaNet object detection.

swahr-humanpose

Bottom-up Human Pose Estimation

systemdesign

toilet_sensor