Python Tensorflow2

Open-source Python projects categorized as Tensorflow2

Top 23 Python Tensorflow2 Projects

  • Machine-Learning-Collection

    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

    :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.

  • LearnThisRepo.com

    Learn 300+ open source libraries for free using AI. LearnThisRepo lets you learn 300+ open source repos including Postgres, Langchain, VS Code, and more by chatting with them using AI!

  • doctr

    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

    Graph Neural Networks with Keras and Tensorflow 2.

  • super-resolution

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

  • ActionAI

    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
  • DeepRL-TensorFlow2

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

  • WorkOS

    The modern API for authentication & user identity. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • Deep-SORT-YOLOv4

    People detection and optional tracking with Tensorflow backend.

  • metrabs

    Estimate absolute 3D human poses from RGB images.

  • opennsfw2

    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

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

  • CARLA

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

  • quickai

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

  • yolo-v4-tf.keras

    A simple tf.keras implementation of YOLO v4

  • checkmate

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

  • Gradient-Centralization-TensorFlow

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

  • tf2multiagentrl

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

  • evopose2d

    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

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

  • pyradox

    State of the Art Neural Networks for Deep Learning

  • tensorflow-yolov4-tflite

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

  • Mask_RCNN_tf_2.x

    It is modified tensorflow 2.x version of mask-rcnn.

  • Spectrum

    Spectrum is an AI that uses machine learning to generate Rap song lyrics (by YigitGunduc)

  • InfluxDB

    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.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-01-02.

Python Tensorflow2 related posts

Index

What are some of the best open-source Tensorflow2 projects in Python? This list will help you:

Project Stars
1 Machine-Learning-Collection 6,443
2 TensorFlowTTS 3,646
3 doctr 2,748
4 spektral 2,324
5 super-resolution 1,452
6 ActionAI 699
7 DeepRL-TensorFlow2 562
8 Deep-SORT-YOLOv4 492
9 metrabs 393
10 opennsfw2 296
11 Mask-RCNN-TF2 292
12 CARLA 261
13 quickai 163
14 yolo-v4-tf.keras 136
15 checkmate 123
16 Gradient-Centralization-TensorFlow 105
17 tf2multiagentrl 105
18 evopose2d 83
19 backyard_birdbot 69
20 pyradox 62
21 tensorflow-yolov4-tflite 58
22 Mask_RCNN_tf_2.x 48
23 Spectrum 45
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