10 Trending AI Projects on GitHub | August 2024 | AI Insights & Updates #2
👋 Welcome to AI Insights & Updates #2!
🔍 In this episode, we dive into the top 10 AI trends you need to know for August 2024. Stay ahead of the curve with the latest advancements and projects in AI.
🚀 Trending Topics: 1. GitHub Models allows developers to test-drive various AI models 2. Wavelet-based feature enhancement for face image resolution 3. A depth estimation pipeline designed to tackle mobile AR challenges 4. Role-Playing is a New Way to Train AI Chat Agents 5. OpenAI releases code for rules based rewards for language model safety project 6. DSPy is a new LMP framework created by Stanford University researchers 7. INF-LLaVA Advanced Dual-View Image Processing 8. DGFNet Trajectory prediction for autonomous driving 9. VSSD Non-Causal Visual State Space Duality 10. A new method to improve chart question answering using multimodal large language models
🔍 Must-Know AI Trends in August 2024 - MIT and UCSD researchers unveiled Open-TeleVision #shorts
🚀 Open-TeleVision is a new remote control system for robots. It’s an immersive experience that lets you see through the robot's “eyes” and control its movements.
🔍 Must-Know AI Trends in August 2024 - llm-graph-builder creates knowledge graphs from unstructured data #shorts
🚀 Turn Unstructured data (pdfs,docs,txt,youtube video,web pages,etc.) into a knowledge graph stored in Neo4j. It utilizes the power of Large language models (OpenAI,Gemini,etc.) to extract nodes
🔍 Must-Know AI Trends in August 2024 - DiskVectorIndex is a vector search solution #shorts
🚀 DiskVectorIndex is a vector search solution for memory-constrained environments. Traditional vector databases require about 500GB of memory for such tasks, but DiskVectorIndex uses advanced vector compression techniques, such as Product Quantization (PQ), to reduce this requirement to around 300MB
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10 Trending AI Projects on GitHub | August 2024 | AI Insights & Updates #2
👋 Welcome to AI Insights & Updates #2!
🔍 In this episode, we dive into the top 10 AI trends you need to know for August 2024. Stay ahead of the curve with the latest advancements and projects in AI.
🚀 Trending Topics:
1. GitHub Models allows developers to test-drive various AI models
2. Wavelet-based feature enhancement for face image resolution
3. A depth estimation pipeline designed to tackle mobile AR challenges
4. Role-Playing is a New Way to Train AI Chat Agents
5. OpenAI releases code for rules based rewards for language model safety project
6. DSPy is a new LMP framework created by Stanford University researchers
7. INF-LLaVA Advanced Dual-View Image Processing
8. DGFNet Trajectory prediction for autonomous driving
9. VSSD Non-Causal Visual State Space Duality
10. A new method to improve chart question answering using multimodal large language models
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1 year ago | [YT] | 0
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🔍 Must-Know AI Trends in August 2024 - MIT and UCSD researchers unveiled Open-TeleVision #shorts
🚀 Open-TeleVision is a new remote control system for robots. It’s an immersive experience that lets you see through the robot's “eyes” and control its movements.
🔗 Full Details: robot-tv.github.io/
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🔍 Must-Know AI Trends in August 2024 - OpenOCR: Unified benchmark for scene text detection #shorts
🚀 OpenOCR is a unified training and evaluation benchmark for scene text detection and recognition algorithms.
🔗 Full Details: github.com/topdu/openocr
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🔍 Must-Know AI Trends in August 2024 - Run your own AI cluster at home using everyday devices #shorts
🚀 You can now run your own AI cluster at home using everyday devices.
🔗 Full Details: github.com/exo-explore/exo
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🔍 Must-Know AI Trends in August 2024 - llm-graph-builder creates knowledge graphs from unstructured data #shorts
🚀 Turn Unstructured data (pdfs,docs,txt,youtube video,web pages,etc.) into a knowledge graph stored in Neo4j. It utilizes the power of Large language models (OpenAI,Gemini,etc.) to extract nodes
🔗 Full Details: github.com/neo4j-labs/llm-graph-builder
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🔍 Must-Know AI Trends in August 2024 - LlamaIndex releases notebook implementation #shorts
🚀 LlamaIndex releases notebook implementation of Microsoft's GraphRAG.
🔗 Full Details: github.com/run-llama/llama_index/blob/main/docs/do…
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🔍 Must-Know AI Trends in August 2024 - FlashAttention-3 speeds up transformers 16x #shorts
🚀 FlashAttention-3 speeds up transformers 16x, reaching 1.2 PFLOPS on H100 GPUs
🔗 Full Details: github.com/Dao-AILab/flash-attention
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🔍 Must-Know AI Trends in August 2024 - DiskVectorIndex is a vector search solution #shorts
🚀 DiskVectorIndex is a vector search solution for memory-constrained environments. Traditional vector databases require about 500GB of memory for such tasks, but DiskVectorIndex uses advanced vector compression techniques, such as Product Quantization (PQ), to reduce this requirement to around 300MB
🔗 Full Details: github.com/cohere-ai/DiskVectorIndex
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🔍 Must-Know AI Trends in August 2024 - ANOLE an autoregressive multimodal model for image and text generation #shorts
🚀 ANOLE is based on Meta AI’s Chameleon which guarantees a data and parameter efficient fine-tuning strategy.
🔗 Full Details: gair-nlp.github.io/anole/
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🔍 Must-Know AI Trends in July 2024 - LE3D Nighttime HDR rendering #shorts
🚀 LE3D is a method for real-time HDR view synthesis from RAW images. It is particularly effective for nighttime scenes.
🔗 Full Details: srameo.github.io/projects/le3d/
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