Risenshine! Here is digest of signals harvested on 2026-08-31.
Markets
International - 08/31
Germany (EWG):
+0.0224%  +2.7893% MoM
France (EWQ):
+0.1517%  -1.723% MoM
United Kingdom (EWU):
-0.1645%  +0.6635% MoM
Italy (EWI):
+0.0804%  -0.2565% MoM
Italy (EWI):
+0.0804%  -0.2565% MoM
Spain (EWP):
-0.0961%  +0.6294% MoM
Netherlands (EWN):
-0.6093%  +1.4813% MoM
Chile (ECH):
-0.8706%  +2.9641% MoM
Belgium (EWK):
-0.1278%  +4.1682% MoM
Germany (EWD):
-0.4266%  +2.0532% MoM
Australia (EWO):
+0.1043%  +2.2748% MoM
China Large-Cap (FXI):
+0.7662%  -2.6056% MoM
Japan (EWJ):
+0.0313%  +3.1859% MoM
India (INDA):
+0.0606%  -1.1962% MoM
Taiwan (EWT):
-0.672%  +10.1245% MoM
Hong Kong (EWH):
-0.0871%  +0.0873% MoM
Singapore (EWS):
-0.1471%  +4.7869% MoM
Indonesia (IDX):
-0.4314%  +5.292% MoM
Malaysia (EWM):
-1.6302%  +0.8894% MoM
Saudi Arabia (KSA):
-0.1018%  +4.2209% MoM
Arab Emirates (UAE):
+0.179%  +2.0844% MoM
Qatar (QAT):
+0.144%  -1.4452% MoM
Israel (EIS):
-1.5103%  +3.0088% MoM
Kuwait (KWT):
+0.253%  +2.2078% MoM
Africa (AFK):
-1.4189%  +11.1196% MoM
Commodities - 08/31
gold (GLD):
-3.2442%  +10.0024% MoM
silver (SLV):
-4.3811%  +14.411% MoM
US oil (USO):
-0.2384%  +6.207% MoM
platinium (PPLT):
-1.611%  +11.7209% MoM
agriculture (DBA):
+1.2838%  +5.0378% MoM
carbon (KRBN):
+1.1621%  +3.4462% MoM
copper (CPER):
-0.7754%  +0.0757% MoM
gaz (UNG):
-0.9588%  +2.1761% MoM
corn (CORN):
+0.7576%  +11.266% MoM
weat (WEAT):
+2.8655%  +15.4163% MoM
uranium (URA):
-5.7887%  +11.6638% MoM
lithium (LIT):
-1.3743%  +9.5952% MoM
Favorites - 08/31
Adobe (ADBE):
+0.8196%  +15.9863% MoM
AMD (AMD):
-2.3266%  -3.9328% MoM
Microsoft (MSFT):
+1.677%  +5.3071% MoM
Nvidia (NVDA):
-4.575%  +5.2797% MoM
Oracle (ORCL):
-0.7174%  +6.3447% MoM
Axon (AXON):
-1.713%  +4.3151% MoM
Amazon (AMZN):
+3.9686%  -6.1932% MoM
Alibaba (BABA):
+2.2268%  -6.5986% MoM
JD (JD):
+0.8775%  -12.9618% MoM
ARM (ARM):
-6.332%  -0.0042% MoM
Intel (INTC):
-2.845%  -1.6813% MoM
Mu (MU):
-0.2705%  +12.4605% MoM
Qualcom (QCOM):
-0.3581%  +8.3262% MoM
Marvel (MRVL):
-10.2837%  +11.7894% MoM
Apple (AAPL):
+1.6276%  +5.3655% MoM
Lowe (LOW):
+0.6336%  -1.891% MoM
Sectors - 08/31
SP500 (SPY):
-0.2269%  +1.5416% MoM
healthcare (XLV):
-0.2448%  +5.498% MoM
finance (XLF):
+0.3801%  +1.2548% MoM
real-estate (XLRE):
-0.403%  -1.5494% MoM
semi-conductors (SOXX):
-3.1993%  +0.1852% MoM
aerospace (ITA):
-0.6147%  -5.3885% MoM
reit (RWR):
-0.4848%  -2.6139% MoM
transportation (XTN):
-0.4113%  -3.8091% MoM
agriculture (MOO):
+0.8544%  +4.9518% MoM
clean energy (QCLN):
-3.2839%  -3.0922% MoM
Gainers
Market closed! Happy holidays!
Losers
Market closed! Happy holidays!
Business
Geopolitical impact of US involvement in Venezuelan oil reserves and energy security amid global crises
In the news:
🗺 Background:
  • The United States has shown continued interest in Venezuela's oil reserves, the largest proven reserves in the world as of 2023 (estimated over 300 billion barrels).
  • U.S. sanctions on Venezuela since 2017 have restricted oil exports, aiming to pressure President Nicolás Maduro’s government.
  • Global energy insecurity following Russia's invasion of Ukraine in 2022 has increased Western focus on alternative crude suppliers.
  • Venezuela’s oil sector is largely managed by state-owned PDVSA, which has faced operational decline from underinvestment and international isolation.
🎩 Key stakeholders:
  • The US government, including the State Department and Treasury, has authority over economic sanctions and license waivers related to Venezuelan oil.
  • Venezuela’s state oil company PDVSA and government led by Nicolás Maduro are principal actors in oil negotiations.
  • Major oil companies such as Chevron have been granted limited US licenses to operate joint ventures in Venezuela.
  • OPEC and international energy agencies monitor and influence global response to Venezuelan oil market shifts.
💡 News facts:
➡ Potential consequences:
  • Near-term: An increase in Venezuelan oil exports to the US could temper global oil prices during supply disruptions caused by international crises.
  • Near-term: Failure of the Venezuelan government to meet US election demands may trigger renewed sanctions, impacting market confidence and South American energy trade.
  • Medium-term: US efforts to re-engage with Venezuelan oil may accelerate investment in aging infrastructure and affect OPEC’s supply coordination.
  • Medium-term: Geopolitical rivalry may intensify as China and Russia seek to bolster their presence in Venezuela’s energy sector if US-Venezuela relations sour.
Top Voices:
On Wikipedia: https://www.reuters.com/world/americas/us-warns-sanctions-venezuela-oil-if-election-promises-broken-2026-08-30/  https://www.bloomberg.com/news/articles/2026-08-31/chevron-ramps-up-venezuela-oil-exports-to-us  https://www.opec.org/opec_web/en/press_room/9876.htm  
Implications of the new stock closing auction mechanism on liquidity and volatility in Indian financial markets
In the news:
🗺 Background:
  • The Securities and Exchange Board of India (SEBI) has introduced a new stock closing auction mechanism in 2026 to address concerns about price manipulation at market close.
  • The closing auction was first implemented on the National Stock Exchange (NSE) and Bombay Stock Exchange (BSE), which together represent the bulk of trading volume in Indian equities.
  • Previously, the Indian markets relied on a volume-weighted average price (VWAP) approach to determine closing prices, which often saw significant volatility near market close.
  • The new mechanism was proposed after multiple studies found abnormal price movements in the final minutes of trading, prompting regulatory action.
🎩 Key stakeholders:
  • SEBI is the primary regulator behind the implementation of the closing auction to ensure market transparency and integrity.
  • Major Indian exchanges affected include the NSE and BSE, responsible for most equity trades in India.
  • Institutional investors such as LIC, HDFC Mutual Fund, and foreign portfolio investors are key market participants influenced by the new mechanism.
  • Retail investors and proprietary trading firms are also impacted by changes in liquidity and execution costs due to the auction process.
💡 News facts:
➡ Potential consequences:
  • In the near term, the new closing auction may increase short-term transaction costs for high-frequency traders due to altered execution dynamics.
  • Medium-term, market stability and investor confidence in closing prices may improve, potentially attracting greater participation from global institutional investors.
  • The mechanism could also set a precedent for further market microstructure reforms in other segments of Indian capital markets.
  • Enhanced transparency at market close is likely to reduce the prevalence and profitability of price manipulation strategies.
Top Voices:
On Wikipedia: https://www.livemint.com/market/stock-market-news/stock-closing-auction-liquidity-volatility-india-nse-bse-2026-08-31.html  https://www.business-standard.com/markets/news/sebi-closing-auction-volatility-analysis-2026-08-31.html  
Human and economic cost of the 2026 Nepal-China floods and challenges in international disaster aid mobilization
In the news:
🗺 Background:
  • On August 26, 2026, flash floods caused by a glacier collapse struck the China-Nepal border region, hitting the Gyirong Port and settlements along a 72 km stretch of the Trishuli River.
  • Over 900 people have died and more than 4,700 are missing in Nepal and the Tibet Autonomous Region of China, with debris and bodies found as far as neighboring India.
  • Flood warnings remain in place along several rivers in Nepal, with significant property damage exceeding रु 200 billion (about USD $1.3 billion) in Nepal alone.
🎩 Key stakeholders:
  • Key government actors include the Nepalese government, China's regional authorities in Tibet, and local disaster response agencies.
  • International organizations such as the United Nations (UN), World Food Programme (WFP), World Health Organization (WHO), and UNICEF are coordinating and delivering emergency relief.
  • Major hydropower project operators and associations, including the Independent Power Producers’ Association of Nepal, are significantly impacted due to missing workers and infrastructure damage.
  • Rescue teams from the Nepali Army, Armed Police Force Nepal, and Nepal Police, as well as humanitarian NGOs like Save the Children and the Nepalese Red Cross, are heavily engaged in disaster response.
💡 News facts:
➡ Potential consequences:
  • The disaster is likely to cause prolonged social and economic disruption in affected Nepalese and Chinese border regions, hindering reconstruction and recovery for months.
  • International coordination challenges and logistical bottlenecks could delay effective distribution of aid, leaving vulnerable populations at risk of ongoing health and food crises.
  • Hydropower sector setbacks, due to destroyed infrastructure and high numbers of missing workers, may impact both national power supply and regional economic stability in the near term.
  • Rising incidence of glacial floods linked to climate change highlights future risks to Himalaya-border regions, demanding renewed international focus on disaster risk reduction and climate adaptation.
Top Voices:
On Wikipedia: https://en.wikipedia.org/wiki/2026_Nepal_floods  https://www.aljazeera.com/news/2026/8/30/nepal-china-flood-disaster-whats-the-latest-toll-how-many-are-missing  https://news.un.org/en/story/2026/08/1168208  https://www.cnbc.com/2026/08/26/flash-floods-deaths-missing-nepal-china.html  
Trends and controversies in social media platform moderation and disinformation campaigns in 2026
In the news:
🗺 Background:
  • Online platform moderation refers to the policies and technical measures social media companies use to control what content is allowed, restricted, or removed.
  • Disinformation campaigns use coordinated online tactics to intentionally spread false or misleading information for political, financial, or ideological gains.
  • Rapid policy changes have accelerated since 2023, as platforms respond to increasing government regulation and public pressure regarding election interference and harmful content.
  • Major controversies center on balancing free speech with the containment of hate speech, election manipulation, and cross-border influence operations.
🎩 Key stakeholders:
  • Meta (formerly Facebook), X (formerly Twitter), TikTok, and YouTube are central platforms in global moderation debates as of 2026.
  • Governments, including the United States, the European Union, and Brazil, have enacted or proposed new laws regulating online content and platform liability.
  • Disinformation campaign actors include state-affiliated groups from Russia, China, Iran, as well as non-state networks and bot operators.
  • Key individuals include Nick Clegg (Meta), Linda Yaccarino (X), and EU Commissioner Thierry Breton.
💡 News facts:
➡ Potential consequences:
  • Greater government scrutiny and fines could push platforms to implement more aggressive moderation, risking accusations of censorship and chilling effect on speech.
  • Sophisticated disinformation campaigns are likely to persist, evolving to exploit algorithmic and human moderation weaknesses, especially during elections.
  • Public trust in digital information may decline further if high-profile moderation failures or politicized enforcement is widely publicized.
  • Fragmentation of global internet governance may increase, as differences in regulatory approaches lead to more region-specific policies and restricted content.
Top Voices:
On Wikipedia: https://www.politico.eu/article/eu-to-investigate-x-disinformation-russia-2026/  https://www.reuters.com/technology/meta-removes-iran-linked-influence-network-2026-08-30/  
Security challenges and evolving alliance strategies for NATO and the US military amid missile shortages and lessons from Ukraine
In the news:
🗺 Background:
  • NATO faces significant missile shortages impacting its ability to deter and respond to threats since Russia's invasion of Ukraine in 2022.
  • The US military and its European allies have accelerated investments in air defense systems and missile production since early 2023.
  • Ukraine's experience highlights vulnerabilities in Western supply chains for advanced military munitions and technology.
  • Alliance strategies are evolving to address gaps in collective defense and interoperability under Article 5 commitments.
🎩 Key stakeholders:
  • Key stakeholders include NATO member states such as the United States, Germany, Poland, and the United Kingdom.
  • Major defense companies involved are Raytheon Technologies, Lockheed Martin, and Rheinmetall AG.
  • Relevant institutions include the US Department of Defense, NATO HQ in Brussels, and the European Defence Agency.
  • Political leaders impacting alliance decisions include Jens Stoltenberg (NATO Secretary General) and Lloyd Austin (US Secretary of Defense).
💡 News facts:
➡ Potential consequences:
  • Near-term: Missile shortages may reduce NATO's deterrence posture, increasing vulnerabilities along the eastern flank.
  • Near-term: Accelerated procurement programs could strain budgets and lead to shortages elsewhere in allied forces.
  • Medium-term: Supply chain improvements and alliance interoperability reforms may increase collective defense resilience by 2027.
  • Medium-term: Technical innovation from defense companies like Rheinmetall could drive greater integration and rapid deployments across NATO by late 2026.
Top Voices:
On Wikipedia: https://www.nato.int/news/2026/08/30-procurement.html  https://www.defense.gov/news/2026/08/30-patriot-contract.html  https://www.bmvg.de/en/news/2026/08/30-iris-t-delivery.html  
Science News
The strategic shift of Chinese automakers toward humanoid robotics: motives, competition, and technological challenges
In the news:
🗺 Background:
  • Chinese automakers have begun investing heavily in humanoid robotics since 2023 as part of broader diversification strategies.
  • Companies like BYD and Geely aim to integrate robotics for smart manufacturing and intelligent vehicle interfaces.
  • The shift is motivated by slowing growth in the electric vehicle sector and intensifying international competition.
  • China’s government-backed initiatives, including the New Generation Artificial Intelligence Development Plan launched in 2017, accelerate this transition.
🎩 Key stakeholders:
  • BYD, Geely, and NIO are leading automakers pursuing humanoid robot development.
  • Key figures include Wang Chuanfu (BYD CEO) and Li Shufu (Geely Chairman).
  • Research collaborations involve Tsinghua University and the Chinese Academy of Sciences.
  • AI and robotics startups such as UBTech Robotics are partnering with automotive giants.
💡 News facts:
➡ Potential consequences:
  • Near-term outcomes may include enhanced manufacturing efficiencies through intelligent robotics integration.
  • Medium-term risks include regulatory hurdles and increased competition with global robotics firms.
  • Major Chinese automakers could gain technological leadership in both electric vehicles and robotics.
  • Industry talent wars may intensify as automakers recruit from AI and robotics sectors.
Top Voices:
On Wikipedia: https://technode.com/2026/08/31/byd-humanoid-robot-joint-venture/  https://chinadaily.com.cn/a/20260831/geely-ubtech-robotics.html  https://cnbc.com/2026/08/31/nio-robots.html  
Consequences of America’s AI compute dominance on global innovation and geopolitical relations
In the news:
🗺 Background:
  • The United States leads global AI compute with over 42% of high-performance computing resources as of mid-2026.
  • Large language model innovation is concentrated in American firms, notably OpenAI and Google (Alphabet), since 2023.
  • AI compute dominance affects sectors from defense to healthcare by accelerating model training and deployment.
  • The Biden administration has implemented export controls on advanced AI chips to China starting October 2023.
🎩 Key stakeholders:
  • Key companies include Nvidia (GPU supplier), OpenAI, Google, and Microsoft, each investing billions in AI infrastructure.
  • Government stakeholders involve the U.S. Department of Commerce and National Security Council.
  • International rivals include China’s Baidu, Huawei, and the European Union’s AI innovation initiatives.
  • Policymakers such as Gina Raimondo (Secretary of Commerce) oversee chip export controls and investment restrictions.
💡 News facts:
➡ Potential consequences:
  • Near-term: Continued AI innovation concentration in the U.S. may trigger retaliatory policies and increased European investment in domestic compute and AI regulation.
  • Near-term: Export bans may slow Chinese AI model advancement and redirect talent and capital to alternative markets or open-source projects.
  • Medium-term: Global supply chain tensions may escalate, with U.S. firms gaining leverage in international tech standard-setting bodies.
  • Medium-term: AI-driven productivity gaps could widen between compute-rich and compute-poor regions, fostering new geopolitical alliances and economic dependencies.
Top Voices:
On Wikipedia: https://www.reuters.com/technology/nvidia-ups-ai-chip-deliveries-us-cloud-firms-amid-china-restrictions-2026-08-30  https://www.bloomberg.com/news/articles/2026-08-31/eu-warns-on-us-ai-chip-dominance-amid-technology-sovereignty-push  
The boom in private debt financing for AI chip acquisition: risks, rewards, and implications for cloud providers
In the news:
🗺 Background:
  • Private debt financing has surged as cloud providers race to secure AI chips, driving up demand for capital-intensive resources.
  • AI chip acquisitions require significant upfront expenditure, often exceeding $100 million for top-tier GPUs like Nvidia’s H100.
  • Cloud providers are leveraging non-bank lenders due to traditional banks’ hesitation with such specialized technology assets.
  • The market for private debt in tech infrastructure has doubled since 2022, with annual volume estimated at over $40 billion.
🎩 Key stakeholders:
  • Major stakeholders include cloud giants like Amazon Web Services, Google Cloud, and Microsoft Azure.
  • Private equity firms such as Blackstone and Apollo Global are prominent lenders in the AI chip financing space.
  • Nvidia and AMD are key semiconductor manufacturers supplying the sought-after chips.
  • Regulatory agencies including the SEC and FTC monitor risks associated with leveraged financing in the tech sector.
💡 News facts:
➡ Potential consequences:
  • Near-term, cloud providers may face increased debt servicing costs, potentially reducing their margins amid heightened competition.
  • Some lenders could encounter elevated risks of default if AI market growth stalls or chip valuations fluctuate unpredictably.
  • Medium-term, accelerated AI chip deployment may drive innovations in cloud computing, supporting enterprise demand.
  • Too much reliance on private debt could lead to market corrections and tighter regulation of tech financing.
Top Voices:
On Wikipedia: https://www.bloomberg.com/news/articles/2026-08-30/apollo-lends-250m-for-ai-chip-cloud-debt-boom  https://www.reuters.com/technology/amazon-partners-blackstone-ai-chip-finance-2026-08-30/  
How emerging low-cost overnight AI agents are changing productivity models and token economics
In the news:
🗺 Background:
  • Overnight AI agents utilize low-cost cloud compute to run tasks autonomously while humans sleep, often leveraging platforms like AWS and Google Cloud since 2022.
  • Token economics refers to the rules and incentives governing digital assets used to pay for, reward, or govern AI operations, and is increasingly intertwined with agent-based workflows.
  • Recent advances such as GPT-4 Turbo and Gemini Pro enable affordable, large-scale multitasking by autonomous AI agents at costs below $0.01 per 1,000 tokens as of 2024.
  • The shift to 24/7 productivity models has been highlighted in recent academic and industrial reports on AI-driven workflows.
🎩 Key stakeholders:
  • OpenAI, Google, and Anthropic are major players in providing the infrastructure and APIs for overnight AI agents, with OpenAI releasing GPT-4 Turbo in November 2024.
  • Startups including AgentOps (founded 2023), Scale AI, and LlamaIndex are pioneering new applications and automation using affordable agents.
  • Token economic modeling is actively pursued by decentralized platforms and research groups at MIT, ETH Zurich, and Stanford.
  • Prominent researchers include Andrej Karpathy (former OpenAI and Tesla), Dario Amodei (Anthropic), and Sam Altman (OpenAI).
💡 News facts:
➡ Potential consequences:
  • Near-term effects include reduced labor costs and increased output for startups and SMEs deploying overnight AI agents.
  • Medium-term, decentralized token economics may disrupt traditional business models, enabling new marketplace dynamics driven by autonomous agents.
  • Industries such as e-commerce, finance, and healthcare are expected to shift toward continuous productivity cycles, affecting workforce management.
  • Regulatory frameworks may need rapid adaptation to address security and fairness as AI agents handle sensitive or high-value transactions overnight.
Top Voices:
On Wikipedia: https://openai.com/blog/overnight-agents-announce-2026  https://techcrunch.com/2026/08/31/agentops-overnight-ai-surge/  https://www.theverge.com/2026/08/31/scale-ai-token-model-launch/  
SpaceX’s projected revenue growth to $3.5T by 2033: underlying assumptions and dependence on data center infrastructure expansion
In the news:
🗺 Background:
  • SpaceX has projected its revenue will reach $3.5 trillion by 2033, primarily due to Starlink expansion and global digital infrastructure growth.
  • The underlying model assumes exponential demand for satellite connectivity driven by AI, decentralized computing, and data center proliferation.
  • SpaceX’s forecast relies heavily on partnerships with hyperscale data centers and global enterprise clients to enable large-scale network deployment.
  • The revenue projection builds on current Starlink satellite network growth and the accelerating need for low-latency, high-capacity internet.
🎩 Key stakeholders:
  • Elon Musk, CEO of SpaceX, is directly involved in revenue forecasting and network expansion decisions.
  • Major hyperscale cloud providers such as Amazon Web Services, Google Cloud, and Microsoft Azure are critical collaborators for SpaceX infrastructure integration.
  • Regulatory institutions including the FCC and international telecom regulators play key roles in approving satellite and telecom infrastructure for global coverage.
  • Investment and analysis firms (e.g., Morgan Stanley, ARK Invest) have released detailed financial projections for SpaceX and Starlink’s impact.
💡 News facts:
➡ Potential consequences:
  • In the near-term, SpaceX’s increased collaboration with data center companies could accelerate Starlink adoption among enterprise clients and cloud computing providers.
  • Medium-term consequences include shifting global internet infrastructure away from terrestrial networks, potentially disrupting telecom giants and national broadband strategies.
  • Data center partnerships may fuel exponential growth in AI-driven services, enabling new markets for real-time analytics, distributed computing, and IoT applications.
  • Large revenue targets may lead SpaceX to seek regulatory concessions and fast-track satellite launches, affecting global competition in digital infrastructure.
Top Voices:
On Wikipedia: https://www.ft.com/content/spacex-equinix-starlink-partnership-20260831  https://www.reuters.com/business/spacex-forecasts-trillion-dollar-revenue-data-centers-2026-08-31/  https://www.cnbc.com/2026/08/31/spacex-nvidia-starlink-ai-infrastructure-contracts.html  
Culture
No notable 3rd century Middle Eastern painter
"N/A..."
There are no well-documented painters from the 3rd century Middle East with surviving works or sufficient historical records to attribute famous paintings. Artistic production in that era and region was primarily expressed through other media such as sculpture, mosaics, and architecture rather than ...
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Aphrahat
"'Let us not be troubled by the things of this world, for our true home lies beyond..."
Aphrahat, also known as the Persian Sage, was a Syriac Christian author who lived during the 3rd century in the Sasanian Empire. He is known for his series of 23 Demonstrations, which are early Christian writings addressing theological and ethical issues....
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Pappus of Alexandria
"'Mathematics is the door and key to the sciences..."
Pappus of Alexandria was a Greek mathematician who lived in the 3rd century and worked in the Eastern Mediterranean region, which culturally intersects with the Middle East. He is best known for his work 'Collection,' which is a compendium of mathematical knowledge and includes important contributio...
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Shapur I
"'The strength of a king lies in the prosperity of his people..."
Shapur I was the second shahanshah (king of kings) of the Sasanian Empire, ruling from 240 to 270 CE in the Middle East. He is renowned for his military campaigns against the Roman Empire and his promotion of infrastructure and cultural development within his empire....
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NASA
Launch of the Roman Space Telescope (2026-08-31)
Credits: NASA / APOD
Github
Trading tools
qf-lib 957 stars #30
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A comprehensive dataset of 1.1 billion trading records from Polymarket, processed into multiple analysis-ready formats. Features cleaned data, unified token perspectives, and user-...
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Sea Vessels
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Air Vessels
Real_Time_Planet_Tracking_System 62 stars #30
RTPT or Real Time Planet Tracking System.It tracks planets using keplers laws and osculating elements and uses MPU9250 for Yaw auto Calibration and GPS to get user's location to fe...
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NexPlane 42 stars #31
Track airplanes and satellites using a Celestron or Sky-Watcher telescope mount...
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planespotter 39 stars #33
Demo App utilizing public Aircraft Tracking Data...
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Imagery
py-image-dataset-generator 224 stars #30
Get a large image dataset with minimal effort by grabbing image through the web and generate new ones by image augmentation....
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autoalbument 205 stars #31
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument...
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easyreg 176 stars #32
an image registration/augmentation/segmentation package...
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trivialaugment 167 stars #33
This is the official implementation of TrivialAugment and a mini-library for the application of multiple image augmentation strategies including RandAugment and TrivialAugment....
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Video
Generative-Media-Skills 4197 stars #30
Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and audio generation powered by muapi.ai....
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Qwen2.5-Omni 4074 stars #31
Qwen2.5-Omni is an end-to-end multimodal model by Qwen team at Alibaba Cloud, capable of understanding text, audio, vision, video, and performing real-time speech generation....
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printfilm 3937 stars #32
短剧平台 AI Short Film Motion Comic Generation Platform Industrial AI Motion Comic & Video Workbench...
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MAGI-1 3773 stars #33
MAGI-1: Autoregressive Video Generation at Scale...
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