Top 23 Python Tensorflow2 Projects

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• Machine-Learning-Collection

  9 7,693 0.0 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)

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• doctr

  13 3,935 8.8 Python

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

  

  Project mention: A Picture Is Worth 170 Tokens: How Does GPT-4o Encode Images? | news.ycombinator.com | 2024-06-07

  checkout https://github.com/mindee/doctr or https://github.com/VikParuchuri/surya for something practical

  multimodal llm would of course blow it all out the water, so some llama3-like model is probably SOTA in terms of what you can run yourself. something like https://huggingface.co/blog/idefics2

• TensorFlowTTS

  6 3,849 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)

  

• spektral

  3 2,372 5.7 Python

  Graph Neural Networks with Keras and Tensorflow 2.

• labml

  23 2,070 9.7 Python

  🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

  

• super-resolution

  2 1,505 0.0 Python

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

• deep-learning-containers

  1 1,015 9.8 Python

  AWS Deep Learning Containers are pre-built Docker images that make it easier to run popular deep learning frameworks and tools on AWS.

  

  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

  1 765 4.3 Python

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

• DeepRL-TensorFlow2

  2 603 0.0 Python

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

• Deep-SORT-YOLOv4

  1 496 0.0 Python

  People detection and optional tracking with Tensorflow backend.

• metrabs

  1 473 3.4 Python

  Estimate absolute 3D human poses from RGB images.

• opennsfw2

  1 366 8.2 Python

  Keras implementation of the Yahoo Open-NSFW model

• Mask-RCNN-TF2

  1 323 1.3 Python

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

• CARLA

  2 274 0.0 Python

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

  

• quickai

  7 162 4.2 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

  1 140 0.0 Python

  A simple tf.keras implementation of YOLO v4

• checkmate

  1 128 1.8 Python

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

• tf2multiagentrl

  0 128 3.4 Python

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

• unisim

  2 117 7.9 Python

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

  

  Project mention: Finding near-duplicates with Jaccard similarity and MinHash | news.ycombinator.com | 2024-07-04

  Hashing or tiny neural nets combined with a Vector Search engine with Tanimoto/Jaccard is a very common deduplication strategy for large datasets. It might be wiser than using linear-complexity MapReduce operations.

  There is a nice Google project using 0.5 M parameter RETSim model and the USearch engine for that: https://github.com/google/unisim

• Gradient-Centralization-TensorFlow

  5 105 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 73 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.

• pyradox

  2 61 0.0 Python

  State of the Art Neural Networks for Deep Learning

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 - SaaSHub
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