Top 23 Python Tensorflow2 Projects

• Machine-Learning-Collection

  9 7,029 3.5 Python

  A resource for learning about Machine learning & Deep Learning

Project mention: Building an AI Game Bot 🤖Using Imitation Learning and 3D Convolution ResNet | dev.to | 2024-01-02

def compute_mean_std(dataloader): ''' We assume that the images of the dataloader have the same height and width source: https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/Basics/pytorch_std_mean.py ''' # var[X] = E[X**2] - E[X]**2 channels_sum, channels_sqrd_sum, num_batches = 0, 0, 0 for batch_images, labels in tqdm(dataloader): # (B,H,W,C) batch_images = batch_images.permute(0,3,4,2,1) channels_sum += torch.mean(batch_images, dim=[0, 1, 2, 3]) channels_sqrd_sum += torch.mean(batch_images ** 2, dim=[0, 1, 2,3]) num_batches += 1 mean = channels_sum / num_batches std = (channels_sqrd_sum / num_batches - mean ** 2) ** 0.5 return mean, std compute_mean_std(dataloader)

• TensorFlowTTS

  6 3,710 0.0 Python

  :stuck_out_tongue_closed_eyes: TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, French, Korean, Chinese, German and Easy to adapt for other languages)

  

Project mention: Ask HN: On-Device Text to Speech | news.ycombinator.com | 2023-08-31

Hey HN, has anyone found a viable solution for doing this locally and offline on iOS? I'd like to offer a privacy-friendly text to speech feature to my App, and Apple's speech synthesis sounds awful compared to some newer models and TTS engines. The only thing I've found is an older TensorflowTTS example here: https://github.com/TensorSpeech/TensorFlowTTS/tree/master/examples/ios

Any pointers or tips appreciated.

• InfluxDB

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  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• doctr

  12 3,075 8.9 Python

  docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

  

Project mention: Show HN: How do you OCR on a Mac using the CLI or just Python for free | news.ycombinator.com | 2024-01-02

https://github.com/mindee/doctr/issues/1049

I am looking for something this polished and reliable for handwriting, does anyone have any pointers? I want to integrate it in a workflow with my eink tablet I take notes on. A few years ago, I tried various models, but they performed poorly (around 80% accuracy) on my handwriting, which I can read almost 90% of the time.

• spektral

  3 2,346 5.7 Python

  Graph Neural Networks with Keras and Tensorflow 2.

• super-resolution

  2 1,452 0.0 Python

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

• deep-learning-containers

  1 937 9.7 Python

  AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.

  

Project mention: Deploying whisperX on AWS SageMaker as Asynchronous Endpoint | dev.to | 2024-03-31

We are ready to create and deploy the sagemaker model on SageMaker as asynchronous endpoint using a image URI and the model data uploaded to S3. For different deployment regions and requirements, find suitable container images at AWS Deep Learning Container.

• ActionAI

  1 724 4.3 Python

  Real-Time Spatio-Temporally Localized Activity Detection by Tracking Body Keypoints

Project mention: Show HN: Custom Action Recognition with ActionAI | news.ycombinator.com | 2023-09-23

• SaaSHub

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• DeepRL-TensorFlow2

  2 573 0.0 Python

  🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

• Deep-SORT-YOLOv4

  1 492 0.0 Python

  People detection and optional tracking with Tensorflow backend.

• metrabs

  1 420 3.4 Python

  Estimate absolute 3D human poses from RGB images.

• opennsfw2

  1 319 8.5 Python

  Keras implementation of the Yahoo Open-NSFW model

Project mention: Ask HN: Please recommend me an NSFW content detection API | news.ycombinator.com | 2023-09-08

If you have the inclination you can try opennsfw2[0].

If you have content that slips through you can finetune it with your dataset to improve detection.

[0] - https://github.com/bhky/opennsfw2

• Mask-RCNN-TF2

  1 299 1.3 Python

  Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.0

• CARLA

  2 265 0.0 Python

  CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms (by carla-recourse)

  

• quickai

  7 162 3.7 Python

  QuickAI is a Python library that makes it extremely easy to experiment with state-of-the-art Machine Learning models.

• yolo-v4-tf.keras

  1 139 0.0 Python

  A simple tf.keras implementation of YOLO v4

• checkmate

  1 123 1.8 Python

  Training neural networks in TensorFlow 2.0 with 5x less memory (by parasj)

• tf2multiagentrl

  0 110 3.4 Python

  Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x

• Gradient-Centralization-TensorFlow

  5 106 0.0 Python

  Instantly improve your training performance of TensorFlow models with just 2 lines of code!

• evopose2d

  1 82 0.0 Python

  EvoPose2D is a two-stage human pose estimation model that was designed using neuroevolution. It achieves state-of-the-art accuracy on COCO.

• backyard_birdbot

  1 71 0.0 Python

  This project is for a Twitter bot that monitors a bird feeder in my backyard. Any detected birds are identified and posted to Twitter.

• unisim

  1 69 8.1 Python

  UniSim is a package for efficient similarity computation, fuzzy matching, and clustering of data.

  

Project mention: Google UniSim for efficient similarity computation | news.ycombinator.com | 2023-11-30

• pyradox

  2 62 0.0 Python

  State of the Art Neural Networks for Deep Learning

• tensorflow-yolov4-tflite

  1 59 5.4 Python

  YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.3.1, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite (by haroonshakeel)

• SaaSHub

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Python Tensorflow2 related posts

• Ask HN: On-Device Text to Speech

  1 project | news.ycombinator.com | 31 Aug 2023

• 👋 Unstable Diffusion here, We're excited to announce our Kickstarter to create a sustainable, community-driven future.

  2 projects | /r/StableDiffusion | 9 Dec 2022

• [D]Use SimCLR as pretraining for image segmentation

  4 projects | /r/MachineLearning | 15 Oct 2022

• New “distilled diffusion models” research can create high quality images 256x faster with step counts as low as 4

  1 project | /r/MachineLearning | 10 Oct 2022

• I can't manage to make training work... please help me out

  1 project | /r/tensorflow | 26 May 2022

• [D] GNN Architecture that inputs and outputs both edge and node features?

  1 project | /r/MachineLearning | 22 May 2022

• New lightweight library for head-gesture detection

  1 project | /r/Python | 10 May 2022
• A note from our sponsor - InfluxDB
  www.influxdata.com | 10 May 2024

  Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

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