Tensorflow | Ecosyste.ms: Awesome

https://github.com/tomlepaine/fast-wavenet

Speedy Wavenet generation using dynamic programming :zap:

deep-learning machine-learning tensorflow wavenet

Last synced: 07 Aug 2024

https://github.com/lexfridman/deeptraffic

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

convnetjs deep-learning deep-reinforcement-learning deep-rl machine-learning mit self-driving-cars tensorflow

Last synced: 14 Oct 2024

https://github.com/Qihoo360/hbox

AI on Hadoop

ai caffe deeplearning hadoop machinelearning mxnet tensorflow yarn

Last synced: 30 Oct 2024

https://github.com/qihoo360/hbox

AI on Hadoop

ai caffe deeplearning hadoop machinelearning mxnet tensorflow yarn

Last synced: 12 Oct 2024

https://github.com/tachibanayoshino/animeganv3

Use AnimeGANv3 to make your own animation works, including turning photos or videos into anime.

animegan animeganv2 animeganv3 colab coreml huggingface onnx tensorflow tflite

Last synced: 05 Nov 2024

https://github.com/uTensor/uTensor

TinyML AI inference library

cortex-m deep-learning edge-computing embedded iot iot-middleware machine-learning mbed microcontroller tensorflow

Last synced: 09 Nov 2024

https://github.com/imcaspar/gpt2-ml

GPT2 for Multiple Languages, including pretrained models. GPT2 多语言支持, 15亿参数中文预训练模型

bert chinese colab gpt-2 nlp pretrained-models tensorflow text-generation tpu

Last synced: 14 Oct 2024

https://github.com/tugstugi/dl-colab-notebooks

Try out deep learning models online on Google Colab

cnn colab-notebook deep-learning deep-neural-networks google-colab google-colaboratory jupyter-notebook jupyter-notebooks pytorch tensorflow

Last synced: 14 Oct 2024

https://github.com/yunyang1994/tensorflow2.0-examples

🙄 Difficult algorithm, Simple code.

convolutional-neural-network dcgan-tensorflow deep-learning deep-neural-networks fcn8s gan image-classification linear-regression machine-learning object-detection pix2pix reinforcement-learning resnet tensorflow tensorflow-examples tensorflow2 unet-image-segmentation vgg16 yolov3

Last synced: 10 Oct 2024

https://github.com/YunYang1994/TensorFlow2.0-Examples

🙄 Difficult algorithm, Simple code.

convolutional-neural-network dcgan-tensorflow deep-learning deep-neural-networks fcn8s gan image-classification linear-regression machine-learning object-detection pix2pix reinforcement-learning resnet tensorflow tensorflow-examples tensorflow2 unet-image-segmentation vgg16 yolov3

Last synced: 27 Oct 2024

https://github.com/lukalabs/cakechat

CakeChat: Emotional Generative Dialog System

conversational-agents conversational-ai conversational-bots deep-learning dialog-systems dialogue-agents dialogue-systems keras nlp seq2seq seq2seq-chatbot seq2seq-model tensorflow

Last synced: 26 Sep 2024

https://github.com/Franck-Dernoncourt/NeuroNER

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

deep-learning machine-learning named-entity-recognition neural-networks nlp tensorflow

Last synced: 07 Nov 2024

https://github.com/franck-dernoncourt/neuroner

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

deep-learning machine-learning named-entity-recognition neural-networks nlp tensorflow

Last synced: 14 Oct 2024

https://github.com/tensorflow/addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

deep-learning machine-learning neural-network python tensorflow tensorflow-addons

Last synced: 07 Oct 2024

https://github.com/sergiomsilva/alpr-unconstrained

License Plate Detection and Recognition in Unconstrained Scenarios

alpr darknet license-plate-recognition plate-detection python tensorflow

Last synced: 14 Oct 2024

https://github.com/TachibanaYoshino/AnimeGANv3

Use AnimeGANv3 to make your own animation works, including turning photos or videos into anime.

animegan animeganv2 animeganv3 colab coreml huggingface onnx tensorflow tflite

Last synced: 27 Oct 2024

https://github.com/amir-abdi/keras_to_tensorflow

General code to convert a trained keras model into an inference tensorflow model

deep-learning keras machine-learning python tensorflow

Last synced: 10 Oct 2024

https://github.com/victordibia/handtracking

Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow

computer-vision detector hand-detection hand-detector neural-network ssd tensorflow

Last synced: 15 Oct 2024

https://github.com/ymcui/chinese-xlnet

Pre-Trained Chinese XLNet（中文XLNet预训练模型）

natural-language-processing nlp pytorch tensorflow xlnet

Last synced: 28 Oct 2024

https://github.com/ymcui/Chinese-XLNet

Pre-Trained Chinese XLNet（中文XLNet预训练模型）

natural-language-processing nlp pytorch tensorflow xlnet

Last synced: 31 Oct 2024

https://github.com/trekhleb/machine-learning-experiments

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

ai artificial-intelligence colab colab-notebook javascript jupyter-notebooks keras machine-learning numpy python tensorflow

Last synced: 13 Oct 2024

https://github.com/ClimbsRocks/auto_ml

[UNMAINTAINED] Automated machine learning for analytics & production

analytics artificial-intelligence automated-machine-learning automl data-science deep-learning deeplearning feature-engineering gradient-boosting hyperparameter-optimization keras lightgbm machine-learning machine-learning-library machine-learning-pipelines production-ready python scikit-learn tensorflow xgboost

Last synced: 06 Nov 2024

https://github.com/climbsrocks/auto_ml

[UNMAINTAINED] Automated machine learning for analytics & production

analytics artificial-intelligence automated-machine-learning automl data-science deep-learning deeplearning feature-engineering gradient-boosting hyperparameter-optimization keras lightgbm machine-learning machine-learning-library machine-learning-pipelines production-ready python scikit-learn tensorflow xgboost

Last synced: 10 Oct 2024

https://github.com/utensor/utensor

TinyML AI inference library

cortex-m deep-learning edge-computing embedded iot iot-middleware machine-learning mbed microcontroller tensorflow

Last synced: 09 Oct 2024

https://github.com/LoSealL/VideoSuperResolution

A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.

carn dbpn dncnn edsr frvsr ntire2019 pytorch rcan rdn srcnn srgan srmd super-resolution tensorflow vdsr vespcn vsr

Last synced: 28 Oct 2024

https://github.com/autonomio/talos

Hyperparameter Experiments with TensorFlow and Keras

artificial-intelligence deep-learning hyperparameter-optimization keras keras-tensorflow tensorflow

Last synced: 13 Oct 2024

https://github.com/Zehaos/MobileNet

MobileNet build with Tensorflow

detection mobilenets multigpu slim tensorflow

Last synced: 31 Oct 2024

https://github.com/zehaos/mobilenet

MobileNet build with Tensorflow

detection mobilenets multigpu slim tensorflow

Last synced: 29 Oct 2024

https://github.com/roflcoopter/viseron

Self-hosted, local only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home, office or any other place you want to monitor.

coral cuda darknet edgetpu face-recognition google-coral hacktoberfest hardware-acceleration ip-camera license-plate-recognition motion-detection network-video-capture network-video-recorder nvr object-detection rtsp surveillance tensorflow viseron yolo

Last synced: 30 Oct 2024

https://github.com/dusty-nv/jetson-containers

Machine Learning Containers for NVIDIA Jetson and JetPack-L4T

containers docker dockerfiles jetson machine-learning numpy nvidia pandas pytorch ros-containers ros2-foxy scikit-learn tensorflow

Last synced: 13 Oct 2024

https://github.com/carpedm20/deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

deep-reinforcement-learning dqn tensorflow

Last synced: 29 Oct 2024

https://github.com/DT42/BerryNet

Deep learning gateway on Raspberry Pi and other edge devices

aiot deep-learning edge-ai edge-computing edge-devices iot mqtt openvino raspberry-pi tensorflow tensorrt

Last synced: 02 Aug 2024

https://github.com/dt42/berrynet

Deep learning gateway on Raspberry Pi and other edge devices

aiot deep-learning edge-ai edge-computing edge-devices iot mqtt openvino raspberry-pi tensorflow tensorrt

Last synced: 10 Oct 2024

https://github.com/Delta-ML/delta

DELTA is a deep learning based natural language and speech processing platform.

asr custom-ops deep-learning emotion-recognition front-end inference nlp nlu ops seq2seq sequence-to-sequence serving speaker-verification speech speech-recognition tensorflow tensorflow-lite tensorflow-serving text-classification text-generation

Last synced: 06 Nov 2024

https://github.com/microsoft/EdgeML

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

bonsai classifier cpp deep-learning edge-computing edge-devices edge-machine-learning emi-rnn fastgrnn fastrnn iot-device machine-learning machine-learning-algorithms microsoft microsoft-research protonn pytorch resource-constrained-ml sensor tensorflow

Last synced: 01 Nov 2024

https://github.com/keras-team/keras-contrib

Keras community contributions

data-science deep-learning keras machine-learning neural-networks tensorflow theano

Last synced: 26 Sep 2024

https://github.com/microsoft/edgeml

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

bonsai classifier cpp deep-learning edge-computing edge-devices edge-machine-learning emi-rnn fastgrnn fastrnn iot-device machine-learning machine-learning-algorithms microsoft microsoft-research protonn pytorch resource-constrained-ml sensor tensorflow

Last synced: 07 Oct 2024

https://github.com/kevinhughes27/tensorkart

self-driving MarioKart with TensorFlow

machine-learning tensorflow

Last synced: 29 Oct 2024

https://github.com/kevinhughes27/TensorKart

self-driving MarioKart with TensorFlow

machine-learning tensorflow

Last synced: 04 Aug 2024

https://github.com/Microsoft/EdgeML

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

bonsai classifier cpp deep-learning edge-computing edge-devices edge-machine-learning emi-rnn fastgrnn fastrnn iot-device machine-learning machine-learning-algorithms microsoft microsoft-research protonn pytorch resource-constrained-ml sensor tensorflow

Last synced: 02 Aug 2024

https://github.com/googlecloudplatform/asl-ml-immersion

This repos contains notebooks for the Advanced Solutions Lab: ML Immersion

google-cloud-platform machine-learning tensorflow

Last synced: 07 Oct 2024

https://github.com/wizyoung/yolov3_tensorflow

Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.

object-detection real-time tensorflow tensorflow-yolo yolov3

Last synced: 15 Oct 2024

https://github.com/wizyoung/YOLOv3_TensorFlow

Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.

object-detection real-time tensorflow tensorflow-yolo yolov3

Last synced: 09 Nov 2024

https://github.com/coder-yu/qrec

QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)

algorithm deep-learning recommender-system social-recommendation tensorflow

Last synced: 14 Oct 2024

https://github.com/Coder-Yu/QRec

QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)

algorithm deep-learning recommender-system social-recommendation tensorflow

Last synced: 02 Aug 2024

https://github.com/NVIDIA/OpenSeq2Seq

Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

deep-learning float16 language-model mixed-precision multi-gpu multi-node neural-machine-translation seq2seq sequence-to-sequence speech-recognition speech-synthesis speech-to-text tensorflow text-to-speech

Last synced: 07 Aug 2024

https://github.com/allenai/bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

bidaf nlp question-answering squad tensorflow

Last synced: 09 Oct 2024

https://github.com/OsciiArt/DeepAA

make ASCII Art by Deep Learning

ascii-art deep-learning keras python tensorflow

Last synced: 01 Nov 2024

https://github.com/osciiart/deepaa

make ASCII Art by Deep Learning

ascii-art deep-learning keras python tensorflow

Last synced: 10 Oct 2024

https://github.com/bfelbo/deepmoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

ai deep-learning keras machine-learning natural-language-processing neural-networks nlp python sentiment-analysis tensorflow text-classification

Last synced: 09 Oct 2024

https://github.com/tensorly/tensorly

TensorLy: Tensor Learning in Python.

cupy decomposition jax machine-learning mxnet numpy python pytorch regression tensor tensor-algebra tensor-decomposition tensor-factorization tensor-learning tensor-methods tensor-regression tensorflow tensorly

Last synced: 15 Oct 2024

https://github.com/bfelbo/DeepMoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

ai deep-learning keras machine-learning natural-language-processing neural-networks nlp python sentiment-analysis tensorflow text-classification

Last synced: 02 Aug 2024

https://github.com/tjwei/ganotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

cyclegan dcgan dragan infogan keras lasagne pix2pix pytorch tensorflow wgan wgan-gp

Last synced: 10 Oct 2024

https://github.com/tjwei/GANotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

cyclegan dcgan dragan infogan keras lasagne pix2pix pytorch tensorflow wgan wgan-gp

Last synced: 07 Aug 2024

https://github.com/krasserm/super-resolution

Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution

edsr keras single-image-super-resolution srgan super-resolution tensorflow tensorflow2 wdsr

Last synced: 13 Oct 2024

https://github.com/combust/mleap

MLeap: Deploy ML Pipelines to Production

data-pipelines python scala scikit-learn spark tensorflow transformers

Last synced: 13 Oct 2024

https://github.com/ahangchen/GDLnotes

Google Deep Learning Notes（TensorFlow教程）

deep-learning machine-learning tensorflow

Last synced: 02 Aug 2024

https://github.com/adblockradio/adblockradio

An adblocker for live radio streams and podcasts. Machine learning meets Shazam.

adblock adblockradio ai keras machine-learning shazam signal-processing tensorflow

Last synced: 25 Sep 2024

https://github.com/pkmital/cadl

ARCHIVED: Contains historical course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

deep-learning dockerfile jupyter-notebook machine-learning mooc neural-network tensorflow tutorial workshop

Last synced: 29 Oct 2024

https://github.com/pkmital/CADL

ARCHIVED: Contains historical course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

deep-learning dockerfile jupyter-notebook machine-learning mooc neural-network tensorflow tutorial workshop

Last synced: 02 Aug 2024

https://github.com/SeldonIO/seldon-server

Machine Learning Platform and Recommendation Engine built on Kubernetes

aws azure cloud deep-learning deployment docker gcp java kafka kafka-streams kubernetes machine-learning microservices prediction python recommendation-engine recommender-system seldon spark tensorflow

Last synced: 03 Aug 2024

https://github.com/seldonio/seldon-server

Machine Learning Platform and Recommendation Engine built on Kubernetes

aws azure cloud deep-learning deployment docker gcp java kafka kafka-streams kubernetes machine-learning microservices prediction python recommendation-engine recommender-system seldon spark tensorflow

Last synced: 12 Oct 2024

https://github.com/tensorflow/model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

compression deep-learning keras machine-learning ml model-compression optimization pruning quantization quantized-networks quantized-neural-networks quantized-training sparsity tensorflow

Last synced: 29 Oct 2024

https://github.com/OpenNMT/OpenNMT-tf

Neural machine translation and sequence learning using TensorFlow

deep-learning machine-translation natural-language-processing neural-machine-translation opennmt python tensorflow

Last synced: 01 Nov 2024

https://github.com/opennmt/opennmt-tf

Neural machine translation and sequence learning using TensorFlow

deep-learning machine-translation natural-language-processing neural-machine-translation opennmt python tensorflow

Last synced: 15 Oct 2024

https://github.com/kubeflow/katib

Automated Machine Learning on Kubernetes

ai automl huggingface hyperparameter-tuning jax kubeflow kubernetes llm machine-learning mlops neural-architecture-search pytorch scikit-learn tensorflow

Last synced: 13 Oct 2024

https://github.com/kubeflow/training-operator

Distributed ML Training and Fine-Tuning on Kubernetes

ai distributed fine-tuning gpu huggingface jax kubeflow kubernetes llm machine-learning mlops python pytorch tensorflow xgboost

Last synced: 14 Oct 2024

https://github.com/kubeflow/tf-operator

Distributed ML Training and Fine-Tuning on Kubernetes

ai distributed fine-tuning gpu huggingface jax kubeflow kubernetes llm machine-learning mlops python pytorch tensorflow xgboost

Last synced: 19 Aug 2024

https://github.com/MLReef/mlreef

The collaboration workspace for Machine Learning

artificial-intelligence data-science deep-learning deeplearning machine-learning machine-learning-algorithms mlops mlops-environment models mxnet pytorch reproducibility tensorflow

Last synced: 27 Oct 2024

https://github.com/mlreef/mlreef

The collaboration workspace for Machine Learning

artificial-intelligence data-science deep-learning deeplearning machine-learning machine-learning-algorithms mlops mlops-environment models mxnet pytorch reproducibility tensorflow

Last synced: 29 Oct 2024

https://github.com/amitshekhariitbhu/AndroidTensorFlowMachineLearningExample

Android TensorFlow MachineLearning Example (Building TensorFlow for Android)

deep-learning deep-learning-tutorial deep-neural-networks deeplearning machine-learning machine-learning-android tensorflow tensorflow-android tensorflow-examples tensorflow-models tensorflow-tutorials

Last synced: 07 Nov 2024

https://github.com/amitshekhariitbhu/androidtensorflowmachinelearningexample

Android TensorFlow MachineLearning Example (Building TensorFlow for Android)

deep-learning deep-learning-tutorial deep-neural-networks deeplearning machine-learning machine-learning-android tensorflow tensorflow-android tensorflow-examples tensorflow-models tensorflow-tutorials

Last synced: 10 Oct 2024

https://github.com/datitran/face2face-demo

pix2pix demo that learns from facial landmarks and translates this into a face

pix2pix-tensorflow python3 tensorflow

Last synced: 14 Oct 2024

https://github.com/DLTK/DLTK

Deep Learning Toolkit for Medical Image Analysis

cnn data-science deep-learning deep-neural-networks dltk dltk-model-zoo machine-learning medical medical-image-processing medical-imaging ml neural-network neural-networks neuroimaging python tensorflow

Last synced: 10 Nov 2024

https://github.com/google/uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

bayesian-methods data-science deep-learning machine-learning neural-networks probabilistic-programming statistics tensorflow

Last synced: 15 Oct 2024

https://github.com/nsfw-filter/nsfw-filter

A free, open source, and privacy-focused browser extension to block “not safe for work” content built using TypeScript and TensorFlow.js.

chrome-extension google-chrome-extension hacktoberfest nsfw-classifier nsfw-detection nsfw-filter nsfw-recognition tensorflow tensorflowjs typescript

Last synced: 15 Oct 2024

https://github.com/dltk/dltk

Deep Learning Toolkit for Medical Image Analysis

cnn data-science deep-learning deep-neural-networks dltk dltk-model-zoo machine-learning medical medical-image-processing medical-imaging ml neural-network neural-networks neuroimaging python tensorflow

Last synced: 14 Oct 2024

https://github.com/pathak22/noreward-rl

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

curiosity deep-learning deep-neural-networks deep-reinforcement-learning doom exploration mario openai-gym rl self-supervised tensorflow

Last synced: 29 Oct 2024

https://github.com/una-dinosauria/3d-pose-baseline

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

3d-vision baseline computer-vision iccv-17 iccv-2017 tensorflow

Last synced: 29 Oct 2024

https://github.com/JetBrains/KotlinDL

High-level Deep Learning Framework written in Kotlin and inspired by Keras

deeplearning gpu kotlin tensorflow

Last synced: 09 Aug 2024

https://github.com/kotlin/kotlindl

High-level Deep Learning Framework written in Kotlin and inspired by Keras

deeplearning gpu kotlin tensorflow

Last synced: 15 Oct 2024

https://github.com/Kotlin/kotlindl

High-level Deep Learning Framework written in Kotlin and inspired by Keras

deeplearning gpu kotlin tensorflow

Last synced: 03 Nov 2024

https://github.com/ymcui/Chinese-ELECTRA

Pre-trained Chinese ELECTRA（中文ELECTRA预训练模型）

bert chinese chinese-electra electra language-model nlp pre-trained-model pytorch tensorflow

Last synced: 07 Nov 2024

https://github.com/ymcui/chinese-electra

Pre-trained Chinese ELECTRA（中文ELECTRA预训练模型）

bert chinese chinese-electra electra language-model nlp pre-trained-model pytorch tensorflow

Last synced: 28 Oct 2024

https://github.com/BachiLi/redner

Differentiable rendering without approximation.

computer-graphics computer-vision differentiable-rendering monte-carlo-ray-tracing pytorch rendering tensorflow

Last synced: 30 Oct 2024

https://github.com/jrieke/traingenerator

🧙 A web app to generate template code for machine learning

deep-learning machine-learning machine-learning-tutorials pytorch pytorch-ignite pytorch-lightning scikit-learn sklearn streamlit template tensorflow webapp website

Last synced: 13 Oct 2024

https://github.com/niftk/niftynet

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

autoencoder convolutional-neural-networks deep-learning deep-neural-networks distributed gan image-guided-therapy medical-image-analysis medical-image-computing medical-image-processing medical-images medical-imaging ml neural-network pip python python2 python3 segmentation tensorflow

Last synced: 25 Sep 2024

https://github.com/NifTK/NiftyNet

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

autoencoder convolutional-neural-networks deep-learning deep-neural-networks distributed gan image-guided-therapy medical-image-analysis medical-image-computing medical-image-processing medical-images medical-imaging ml neural-network pip python python2 python3 segmentation tensorflow

Last synced: 06 Aug 2024

https://github.com/NervanaSystems/ngraph

nGraph has moved to OpenVINO

caffe2 compiler deep-learning deep-neural-networks mxnet neural-network ngraph onnx paddlepaddle performance pytorch tensorflow

Last synced: 25 Oct 2024

https://github.com/nervanasystems/ngraph

nGraph has moved to OpenVINO

caffe2 compiler deep-learning deep-neural-networks mxnet neural-network ngraph onnx paddlepaddle performance pytorch tensorflow

Last synced: 26 Sep 2024

https://github.com/deepmodeling/deepmd-kit

A deep learning package for many-body potential energy representation and molecular dynamics

ase c computational-chemistry cpp cuda deep-learning deepmd ipi lammps materials-science molecular-dynamics nodejs potential-energy python pytorch rocm tensorflow

Last synced: 15 Oct 2024

https://github.com/ahmetozlu/tensorflow_object_counting_api

🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!

computer-vision data-science deep-learning deep-neural-networks image-processing machine-learning object-counting object-counting-api object-detection object-detection-api object-detection-label object-detection-pipelines opencv pedestrian-counting shelf-management shelf-navigation tensorflow tensorflow-api tensorflow-object-detection-api vehicle-counting