Repository Index

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

• esrgan
• pytorch
• real-esrgan
• super-resolution

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

• pytorch
• resnet
• pretrained-models
• pretrained-weights

NVR with realtime local object detection for IP cameras

• rtsp
• realtime
• tensorflow
• google-coral

🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time

• ai
• speech
• pytorch
• deep-learning

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

• jax

TranslatedChinese word segmentation, part-of-speech tagging, named entity recognition, dependency parsing, constituency parsing, semantic dependency parsing, semantic role labeling, coreference resolution, style transfer, semantic similarity, new word discovery, keyword and keyphrase extraction, automatic summarization, text classification and clustering, pinyin and Simplified/Traditional Chinese conversion, natural language processing

• nlp
• natural-language-processing
• hanlp
• pos-tagging

Official Code for DragGAN (SIGGRAPH 2023)

• artificial-intelligence
• generative-adversarial-network
• generative-models
• image-manipulation

TranslatedJieba (结巴, "stutter") Chinese word segmentation

OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched

• python
• ocr
• pdf
• image-processing

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.

• calibration
• classification
• decision-model
• huggingface

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

• deep-learning
• diffusion
• image-generation
• pytorch

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

• deep-learning
• machine-learning

Caffe: a fast open framework for deep learning.

• deep-learning
• machine-learning
• vision

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

• openpose
• computer-vision
• machine-learning
• cpp

Translated🥇Juejin Translation Project (掘金翻译计划, Gold Miner), possibly the largest and best English-to-Chinese technical translation community in the world, the translation platform that best understands readers and translators:

• android
• translation
• ios
• frontend

Let us control diffusion models!

Algorithm powering the For You feed on X

💫 Industrial-strength Natural Language Processing (NLP) in Python

• natural-language-processing
• data-science
• machine-learning
• python

The repository host gives no description.

You like pytorch? You like micrograd? You love tinygrad! ❤️

Visualizer for neural network, deep learning and machine learning models

• neural-network
• deep-learning
• machine-learning
• deeplearning

SOTA Open Source TTS

• llama
• transformer
• tts
• valle

OpenMMLab Detection Toolbox and Benchmark

• object-detection
• instance-segmentation
• fast-rcnn
• faster-rcnn