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Top 23 Deep Learning Open-Source Projects
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SaaSHub
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nn
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
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Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
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MockingBird
🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time
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DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
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SaaSHub
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# L2-normalize the encoding tensors image_encoding = tf.math.l2_normalize(image_encoding, axis=1) audio_encoding = tf.math.l2_normalize(audio_encoding, axis=1) # Find euclidean distance between image_encoding and audio_encoding # Essentially trying to detect if the face is saying the audio # Will return nan without the 1e-12 offset due to https://github.com/tensorflow/tensorflow/issues/12071 d = tf.norm((image_encoding - audio_encoding) + 1e-12, ord='euclidean', axis=1, keepdims=True) discriminator = keras.Model(inputs=[image_input, audio_input], outputs=[d], name="discriminator")
Project mention: Show HN: I made an app to use local AI as daily driver | news.ycombinator.com | 2024-02-27* LLaVA model: I'll add more documentation. You are right Llava could not generate images. For image generation I don't have immediate plans, but checkout these projects for local image generation.
- https://diffusionbee.com/
- https://github.com/comfyanonymous/ComfyUI
- https://github.com/AUTOMATIC1111/stable-diffusion-webui
transformers is a package by Hugging Face, that helps you interact with models on HF Hub (GitHub)
Project mention: Clasificador de imágenes con una red neuronal convolucional (CNN) | dev.to | 2024-05-01PyTorch (https://pytorch.org/)
Project mention: การจำแนกสายพันธุ์มะม่วง โดยใช้ Visual Geometry Group 16 (VGG16) ใน Python | dev.to | 2024-04-16Referenceshttps https://www.kaggle.com/datasets/riyaelizashaju/skin-disease-image-dataset-balanced?fbclid=IwAR3wbTp8l5yo_5fx6HAX8Vd2-9cca3khAc8EiBGFObaALfdVid29IuB_rYE https://keras.io/api/applications/vgg/ https://www.tensorflow.org/tutorials/images/cnn?hl=th https://opencv.org/
course Computer science is very wast field the fundamental remains same, learn basic fundamentals, data structures, concepts of object oriented programming.
Keras
Project mention: faceswap VS facefusion - a user suggested alternative | libhunt.com/r/faceswap | 2024-01-30
Ref https://www.youtube.com/watch?v=0GwnxFNfZhM https://github.com/ultralytics/yolov5 https://dev.to/gfstealer666/kaaraich-yolo-alkrithuemainkaartrwcchcchabwatthu-object-detection-3lef https://www.kaggle.com/datasets/devdgohil/the-oxfordiiit-pet-dataset/data
Prompt Engineering Guide is the holy grail of all guides, aiming to make it easier to stay up-to-date with prompt engineering guides, techniques, applications, and papers. If you are getting started, this is an excellent place to start.
Project mention: Top 10 GitHub Repositories Every Developer Should Bookmark in 2024 | dev.to | 2024-02-072) 100 Days of ML Code: Embark on a 100-day journey into the fascinating world of machine learning with this structured curriculum. Packed with bite-sized coding challenges and real-world projects, this repository will transform you from a coding novice to a confident ML enthusiast. (https://github.com/Avik-Jain/100-Days-Of-ML-Code)
Project mention: [D] How do you keep up to date on Machine Learning? | /r/learnmachinelearning | 2023-08-13Made With ML
Project mention: Ask HN: What is the state of the art in AI photo enhancement? | news.ycombinator.com | 2024-01-24
Click to Learn more...
Project mention: I am out of the loop. Is Next.js "the future" and something I should consider adding to my knowledge pool? | /r/webdev | 2023-07-05What do you have against tesseract.js?
Project mention: Can we discuss MLOps, Deployment, Optimizations, and Speed? | /r/LocalLLaMA | 2023-12-06DeepSpeed can handle parallelism concerns, and even offload data/model to RAM, or even NVMe (!?) . I'm surprised I don't see this project used more.
Project mention: Creando Subtítulos Automáticos para Vídeos con Python, Faster-Whisper, FFmpeg, Streamlit, Pillow | dev.to | 2024-04-29Streamlit (https://streamlit.io/)
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).
Deep Learning related posts
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Top Open Source Prompt Engineering Guides & Tools🔧🏗️🚀
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ESpeak-ng: speech synthesizer with more than one hundred languages and accents
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Clasificador de imágenes con una red neuronal convolucional (CNN)
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May 8, 2024 AI, Machine Learning and Computer Vision Meetup
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AI enthusiasm #9 - A multilingual chatbot📣🈸
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Side Quest Devblog #1: These Fakes are getting Deep
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SB-1047 will stifle open-source AI and decrease safety
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A note from our sponsor - InfluxDB
www.influxdata.com | 3 May 2024
Index
What are some of the best open-source Deep Learning projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | tensorflow | 182,575 |
| 2 | stable-diffusion-webui | 129,975 |
| 3 | transformers | 125,369 |
| 4 | Pytorch | 78,016 |
| 5 | OpenCV | 75,692 |
| 6 | cs-video-courses | 64,846 |
| 7 | Keras | 60,972 |
| 8 | Real-Time-Voice-Cloning | 50,815 |
| 9 | faceswap | 49,261 |
| 10 | nn | 48,430 |
| 11 | yolov5 | 47,071 |
| 12 | Prompt-Engineering-Guide | 43,924 |
| 13 | 100-Days-Of-ML-Code | 43,337 |
| 14 | TensorFlow-Examples | 43,210 |
| 15 | ColossalAI | 37,911 |
| 16 | Deep-Learning-Papers-Reading-Roadmap | 37,120 |
| 17 | Made-With-ML | 35,702 |
| 18 | GFPGAN | 34,637 |
| 19 | Caffe | 33,875 |
| 20 | MockingBird | 33,862 |
| 21 | Tesseract.js | 33,577 |
| 22 | DeepSpeed | 32,739 |
| 23 | streamlit | 31,717 |
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