tensorflow/models on Hacker News

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Feature request: add PR curve in TensorFlow object detection API / eval.p

story by prakashqwerty · 2022-07-12 · 0 comments

…Lite which runs on Pixel Edge TPUs (and most embedded devices): https://tfhub.dev/s?q=edgetpu https://github.com/tensorflow/models/tree/master/official/pr...

comment by lupex · 2022-06-11 · in Deploying Transformers on the Apple Neural Engine

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Show HN: Faster R-CNN object detector implemented in PyTorch and TensorFlow 2

story by trzy · 2022-01-28 · 2 comments

…useless COVID hits as you said, DDG #4 was the same as Google's #1 hit which was this GitHub issue: https://github.com/tensorflow/models/issues/7420 Google's #2 hit for me was blogspam at "bankoftrans [dot] com" that copied the source code…

comment by dandotway · 2021-10-18 · in DuckDuckGo has had 0 search warrants since founding in 2008

…for pre-trained models that predict what you want to predict, and use them. https://modelzoo.co/ https://github.com/tensorflow/models https://cv.gluon.ai/model_zoo/index.html If there are no pre-trained models, you could take a look at…

comment by Jugurtha · 2021-06-15 · in Ask HN: Easy way to incorporate machine learning into a project

…are downloadable. Frameworks make it easy to import and export snapshots of model weights. See https://github.com/tensorflow/models/tree/master/research/sl...

comment by tuvan · 2020-11-24 · in You might not need machine learning

How does this compare to https://github.com/tensorflow/models/blob/master/research/ob... ? (Tensorflow is not needed for some of those functions)

comment by anthonysarkis · 2020-09-28 · in Show HN: bbox-visualizer – Make drawing and labeling bounding boxes easy as cake

…problem with the params/method I used let me know. [1] https://superanimo.com/bodypix/ [2] Deeplab: https://github.com/tensorflow/models/tree/master/research/de...

comment by mrieck · 2019-11-19 · in BodyPix: Real-Time Person Segmentation in the Browser with Tensorflow.js

…Also the TF Object Detection API has a suite of pretrained SOTA object detection models https://github.com/tensorflow/models/tree/master/research/ob... What makes object detection really valuable is being able to finetune a model to detect…

comment by mendeza · 2019-11-06 · in Show HN: OpenCV based multi-object-tracker with various object detection models

…that you can also get pre-trained weights for the models for free. https://www.tensorflow.org/hub/ https://github.com/tensorflow/models

comment by 0x008 · 2019-11-01 · in Grandmaster level in StarCraft II using multi-agent reinforcement learning

For detecting objects in video, take a look at: https://github.com/tensorflow/models/tree/master/research/ls... It uses SSD object detector ( https://arxiv.org/abs/1512.02325 , https://lambdalabs.com/blog/how-to-implement-ssd-object-dete...…

comment by skirmish · 2019-10-21 · in Video Architecture Search

…For example https://remove.bg got a lot of upvotes - it probably uses this on the backend: https://github.com/tensorflow/models/tree/master/research/de...

comment by halfjoking · 2019-02-14 · in Ask HN: How to find profitable side project idea?

https://github.com/tensorflow/models/blob/master/research/ob...

comment by dizzy3gg · 2018-10-19 · in How to Build a Real-Time Object Detection iOS App Using TensorFlow

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Deep Bayesian Bandits Library

story by sebg · 2018-07-27 · 0 comments

If you're interested, this project is open source! https://github.com/tensorflow/models/tree/master/research/as... https://ai.googleblog.com/2018/03/open-sourcing-hunt-for-exo...

comment by rasmi · 2018-07-25 · in Hunting for planets with machine learning

…normal way to do this would be to use mobile net v2 with the tensorflow image detection pipeline: https://github.com/tensorflow/models/blob/master/research/ob...

comment by make3 · 2018-05-19 · in Counting Bees on a Raspberry Pi with a ConvNet

…4 GPU workstation sitting idle at the moment, so I can test any of these scenarios right away. [1] https://github.com/tensorflow/models/blob/master/official/re... [2] https://github.com/ShichenLiu/CondenseNet

comment by p1esk · 2018-04-12 · in Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet

Direct link to the github project: https://github.com/tensorflow/models/tree/master/research/de... And the blog post of the announcement: https://research.googleblog.com/2018/03/semantic-image-segme...

comment by hsuresh · 2018-03-15 · in Google open sources image recognition AI model, VR audio tools

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Identify an exoplanet from home

story by borasisipabu · 2018-03-13 · 0 comments

…Link to Arxiv (DeepLabv3): https://arxiv.org/abs/1706.05587 Link to GitHub: https://github.com/tensorflow/models/tree/master/research/de... The README on there has a very neat TLDR of the model: "DeepLabv1 [1]: We use atrous convoluti

comment by andreykurenkov · 2018-03-12 · in Semantic Image Segmentation with DeepLab in Tensorflow

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AstroNet: A Neural Network for Identifying Exoplanets in Light Curves

story by matteocantiello · 2018-03-09 · 0 comments

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Run an Instance Segmentation Model

story by stablemap · 2018-02-13 · 0 comments

You could try tensorflow object_detection api with tensorflow lite https://github.com/tensorflow/models/tree/master/research/ob... google also recently put up their mobilenet v2 paper which handles segmentation…

comment by m_ke · 2018-01-23 · in Facebook open-sources Detectron

…Google's Parsey McParseface handles POS tagging for 53 languages: https://github.com/tensorflow/models/blob/f87a58cd96d45de73c...

comment by visarga · 2018-01-14 · in Show HN: Languagecrunch – NLP server Docker image

First time I heard of DRAGNN, my mind is blown: https://github.com/tensorflow/models/blob/master/research/sy...

comment by zbyte64 · 2017-11-15 · in SLING: A Natural Language Frame Semantic Parser

…that are compatible with the base tensorflow metagraph definition. You can see these builders here: https://github.com/tensorflow/models/tree/master/research/ob... What that means is that when it comes to inference in a production…

comment by zeryx · 2017-10-27 · in Object Detection with Open Images using Tensorflow

…it. some stuff I enjoy while using similar services: - from photo to pdf - auto tag (maybe Textsum: https://github.com/tensorflow/models/tree/master/textsum )

comment by monoel · 2017-09-06 · in Show HN: DocumentDeck – Simple Document Management for Individuals

…but you won't really need to go deep into tensorflow and similarly low level tools to do so. [1] https://github.com/tensorflow/models/blob/master/object_dete... [2] https://clarifai.com/developer/quick-start

comment by onetwotree · 2017-09-04 · in Ask HN: Is it me or AI is the new Cloud?

…Syntaxnet library. What's keeping you from having the same list of 40 languages for POS tagging? https://github.com/tensorflow/models/blob/master/syntaxnet/g...

comment by visarga · 2017-08-05 · in Prodigy: A new tool for radically efficient machine teaching

…CoreNLP ( https://stanfordnlp.github.io/CoreNLP/ ) or NLTK ( http://www.nltk.org/ ) or SyntaxNet ( https://github.com/tensorflow/models/tree/master/syntaxnet ).

comment by PeterisP · 2017-07-27 · in The ImageNet dataset transformed AI research

Sequence-to-sequence attention models: https://github.com/tensorflow/models/tree/master/textsum https://arxiv.org/abs/1509.00685

comment by guard0g · 2017-07-15 · in Ask HN: How far are we with abstractive text summarization?

Google's Attention OCR in tensorflow: https://github.com/tensorflow/models/tree/master/attention_o...

comment by ersinesen · 2017-07-11 · in Using Tesseract OCR with Python

Tensorflow has the solution to all problems :) https://github.com/tensorflow/models/tree/master/slim This is a flexible image recognition framework written in Tensorflow and TFslim It allows you to train/fine-tune a NN from the command…

comment by cromulen · 2017-06-27 · in Sony open-sources NNabla – a simple, fast and lightweight NN library

…want to get started even more easier you should probably take a look into Tensorflow Slim models ( https://github.com/tensorflow/models/tree/master/slim ) There is quite beginner friendly instructions for simple fine tuning of the models…

comment by theikkila · 2017-06-22 · in Using Tensorflow to Recognize Saimaa Ringed Seals from Webcam

…using a dataset with box annotations. A more relevant model if you want to transcribe the text : https://github.com/tensorflow/models/tree/master/attention_o...

comment by vivekrathod · 2017-06-17 · in Supercharge your Computer Vision models with the TensorFlow Object Detection API

Holy moly, I can't believe I didn't know about https://github.com/tensorflow/models

comment by radarsat1 · 2017-06-17 · in Supercharge your Computer Vision models with the TensorFlow Object Detection API

…pre-trained models, training scripts, and scripts for running the models on Google Cloud: https://github.com/tensorflow/models/tree/master/object_dete...

comment by azernik · 2017-06-16 · in Supercharge your Computer Vision models with the TensorFlow Object Detection API

They have pretrained weights from the COCO dataset included with the open source models. https://github.com/tensorflow/models/tree/master/object_dete...

comment by spullara · 2017-06-16 · in Supercharge your Computer Vision models with the TensorFlow Object Detection API

…TensorFlow github repository like Inception. You can use it completely independently from Google. https://github.com/tensorflow/models/tree/master/object_dete...

comment by spullara · 2017-06-16 · in Supercharge your Computer Vision models with the TensorFlow Object Detection API

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Tensorflow Object Detection API

story by panarky · 2017-06-16 · 0 comments

…resizing algorithm you use, for example. But it's worth noting that this code is all released: https://github.com/tensorflow/models/blob/master/inception/i... It may be hard to replicate that across all platforms, though -- as an example,…

comment by dgacmu · 2017-06-13 · in Benchmarking CNTK on Keras: Is It Better at Deep Learning Than TensorFlow?

…time working on this project! PS: Even the image captioning is almost already implemented, amazing https://github.com/tensorflow/models/tree/master/im2txt

comment by StreakyCobra · 2017-04-26 · in Buku v3.0 – Command Line Bookmark Manager

I am starting to play around with: https://github.com/tensorflow/models/tree/master/syntaxnet I expect that I will be able to match capabilities of this service and customize it to my needs: https://cloud.google.com/natural-language/

comment by dartwing · 2017-04-24 · in Ask HN: How to use Machine Learning to extract facts from the text?

…SyntaxNet from Google. If there are other candidates worth looking at - please kindly let me know. https://github.com/tensorflow/models/tree/master/syntaxnet

comment by dartwing · 2017-04-23 · in Ask HN: How to use Machine Learning to extract facts from the text?

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Tensorflow implementation of Skip-Thought vectors

story by somerandomness · 2017-03-17 · 0 comments

…do full justice to the new release, primarily since it carries a new framework within SyntaxNet: https://github.com/tensorflow/models/blob/master/syntaxnet/g... This new DRAGNN framework is what I thought the folks here would want to know.…

comment by liviosoares · 2017-03-16 · in An Upgrade to SyntaxNet, New Models and a Parsing Competition

CoNLL2017 Shared Task Instructions: https://github.com/tensorflow/models/blob/master/syntaxnet/g...

comment by Dim25 · 2017-03-16 · in CoNLL 2017 Shared Task – NLP Competition

"Python 3 support is not available yet." [1]. It's only supported in Python 2.7, Why? [1] https://github.com/tensorflow/models/tree/master/syntaxnet

comment by devy · 2017-03-16 · in An Upgrade to SyntaxNet, New Models and a Parsing Competition

Most of their official examples do not work in Python 3. https://github.com/tensorflow/models

comment by snnn · 2017-03-13 · in Google will kill Python 3, and it might be a good thing

…take veeery long time to train it on a MBP, unless they publish their pre-trained data-set. [1] https://github.com/tensorflow/models/tree/master/im2txt#a-no...

comment by danialtz · 2016-09-22 · in Show and Tell: Image captioning open sourced in TensorFlow