Risenshine! Here is digest of signals harvested on 2026-06-04.
Markets
International - 06/04
Germany (EWG):
+0.7716% +1.6749% MoM
France (EWQ):
+1.6143% +2.5377% MoM
United Kingdom (EWU):
+0.8294% +0.7643% MoM
Italy (EWI):
+0.8716% +2.0754% MoM
Italy (EWI):
+0.8716% +2.0754% MoM
Spain (EWP):
+0.9495% +2.1167% MoM
Netherlands (EWN):
+1.0617% +7.2825% MoM
Chile (ECH):
+0.2505% -1.234% MoM
Belgium (EWK):
+0.943% +2.4502% MoM
Germany (EWD):
+1.2393% +2.7516% MoM
Australia (EWO):
+1.0512% +5.4871% MoM
China Large-Cap (FXI):
-0.0985% -2.6994% MoM
Japan (EWJ):
+0.0354% +5.2804% MoM
India (INDA):
+1.3408% -2.3698% MoM
Taiwan (EWT):
-1.3938% +13.6251% MoM
Hong Kong (EWH):
-1.0741% -4.8292% MoM
Singapore (EWS):
-0.2687% +3.3774% MoM
Indonesia (IDX):
-1.508% -21.0128% MoM
Malaysia (EWM):
+0.767% -5.4402% MoM
Saudi Arabia (KSA):
+0.5364% -0.091% MoM
Arab Emirates (UAE):
+1.3994% -1.6701% MoM
Qatar (QAT):
+0.4269% -0.2121% MoM
Israel (EIS):
-0.5998% -4.344% MoM
Kuwait (KWT):
+0.4238% -1.5563% MoM
Africa (AFK):
+1.1313% +1.9252% MoM
Commodities - 06/04
gold (GLD):
+0.76% -1.7453% MoM
silver (SLV):
+0.8006% +1.2594% MoM
US oil (USO):
-3.6987% -5.9097% MoM
platinium (PPLT):
+1.955% -2.5757% MoM
agriculture (DBA):
-0.8377% -6.1156% MoM
carbon (KRBN):
-0.4076% +2.8852% MoM
copper (CPER):
+0.7864% +9.3587% MoM
gaz (UNG):
+3.7566% +14.1908% MoM
corn (CORN):
-1.7745% -9.3023% MoM
weat (WEAT):
-1.2792% -5.7684% MoM
uranium (URA):
-0.1189% -7.14% MoM
lithium (LIT):
-1.9208% -5.9016% MoM
Favorites - 06/04
Adobe (ADBE):
+1.5259% +1.7722% MoM
AMD (AMD):
-3.3198% +47.641% MoM
Microsoft (MSFT):
-0.0913% +3.7848% MoM
Nvidia (NVDA):
+1.9744% +11.4453% MoM
Oracle (ORCL):
+1.5065% +26.1397% MoM
Axon (AXON):
+1.9741% +29.0029% MoM
Amazon (AMZN):
+1.7379% -7.0133% MoM
Alibaba (BABA):
-0.7547% -4.5441% MoM
JD (JD):
-0.391% -1.2972% MoM
ARM (ARM):
-5.0312% +87.2773% MoM
Intel (INTC):
-0.9724% +3.203% MoM
Qualcom (QCOM):
-3.5635% +29.2419% MoM
Marvel (MRVL):
+3.456% +84.9333% MoM
Apple (AAPL):
+0.4625% +9.6822% MoM
Lowe (LOW):
+0.0409% -7.7676% MoM
Sectors - 06/04
SP500 (SPY):
+0.3646% +4.5899% MoM
healthcare (XLV):
+2.7279% +4.3187% MoM
finance (XLF):
+2.4474% +1.0176% MoM
real-estate (XLRE):
+0.9883% -0.5207% MoM
semi-conductors (SOXX):
-1.8922% +25.1279% MoM
aerospace (ITA):
+2.2856% +6.8069% MoM
reit (RWR):
+0.5533% -0.0779% MoM
transportation (XTN):
+0.6222% +10.366% MoM
agriculture (MOO):
+0.1747% -5.0615% MoM
clean energy (QCLN):
-0.6013% +13.5534% MoM
Gainers
Solidion Technology, Inc. Common Stock +289.9%
Solidion Technology Inc is a battery technology company focused on the development and commercialization of next-generation battery materials, components, and energy storage soluti...
Veru Inc. +139%
Veru Inc is a late clinical-stage biopharmaceutical focused on developing medicines for the treatment of cardiometabolic and inflammatory diseases. Its drug development program con...
Losers
Hub Cyber Security Ltd. Ordinary Shares -69.3%
Hub Cyber Security Ltd is engaged in the development of cyber products, software, quality systems, reliability, and risk management. It operates in several countries and provides c...
Sleep Number Corporation Common Stock -67.4%
Sleep Number Corp is a designer, manufacturer, marketer, and retailer, which allows it to offer consumers high-quality, individualized sleep solutions and services. It also offers ...
Business
Impacts of Iran-U.S. Conflict on Global Oil Supply and Gulf State Diversification
In the news:
🗺 Background:
- The Iran-U.S. conflict intensified after Iran shot down an American drone over the weekend of June 1, 2026.
- The United States responded by bombing radar and drone sites in Iran, escalating military confrontation.
- Iran subsequently launched missile attacks targeting American soldiers stationed in Kuwait, further destabilizing the region.
- This conflict has caused severe disruption to global oil supply, spurring Gulf countries to accelerate diversification efforts.
🎩 Key stakeholders:
- The United States government and military are key actors, conducting strikes and defending troops in Kuwait.
- Iranian military and government officials have directed missile attacks and retaliatory actions.
- Major oil-exporting Gulf states, such as Saudi Arabia, UAE, and Kuwait, are directly affected by supply disruptions and are investing in renewables.
- International energy companies and financial institutions are monitoring and responding to market volatility.
💡 News facts:
- On June 1, 2026, AP reported that the U.S. bombed Iranian radar and drone sites after Tehran targeted American soldiers in Kuwait with missile attacks, which the U.S. intercepted. https://apnews.com/article/iran-us-irael-war-kuwait-strikes-88daa9f90b48baaa7beb18e35515c59d
- Fortune published on June 1, 2026 that the U.S.-Israeli war with Iran triggered the largest oil supply disruption in history, prompting Gulf states to pursue multi-billion-dollar investments in renewables. https://fortune.com/2026/06/01/iran-conflict-disrupted-oil-supply-gulf-states-multi-billion-dollar-investments-renewables/
➡ Potential consequences:
- Near-term consequences include heightened instability in Middle Eastern oil markets and urgent energy diversification by Gulf states.
- Global oil prices are expected to rise sharply, impacting economies reliant on fossil fuel imports and exports.
- Medium-term, Gulf states may accelerate large-scale renewable energy investment projects, reshaping regional economic structures.
- Ongoing conflict risks supply chain disruptions and increased volatility in global energy markets.
Economic Instability in the Middle East: War Effects on Dubai Property Prices
In the news:
🗺 Background:
- Dubai has experienced significant economic instability due to ongoing war in the Middle East.
- Residential property prices in Dubai fell sharply starting in May 2026.
- The conflict has disrupted investor confidence and impacted real estate transactions.
- Dubai's real estate market is traditionally sensitive to regional geopolitical events.
🎩 Key stakeholders:
- Real estate companies such as Emaar Properties and Damac Properties are directly affected.
- Dubai Land Department is responsible for monitoring and regulating property sales.
- International investors, including funds from Europe and Asia, hold substantial stakes in Dubai real estate.
- UAE government officials have made statements on market stability amid the war.
💡 News facts:
- On June 1, 2026, Fortune reported that property prices are down across all segments of the residential market in Dubai due to war impacts. https://fortune.com/2026/06/01/property-prices-down-dubai/
➡ Potential consequences:
- Continued regional instability may further depress property values in Dubai in the near term.
- International capital inflow to Dubai real estate may slow, reducing liquidity in the medium term.
- Developers could delay or scale back new projects if market conditions remain unfavorable.
- Rental yields for residential properties may become less attractive to foreign investors.
CEO Confidence and Business Adaptation During Wartime
🗺 Background:
- CEO confidence is a critical economic indicator reflecting top executives' outlook on the economy.
- Wartime conditions, such as the ongoing Iran War, have historically triggered declines in business sentiment.
- Corporate leaders play a vital role in adapting company strategies during periods of economic uncertainty.
- Fluctuations in CEO confidence can precede changes in hiring, investment, and market adaptation.
🎩 Key stakeholders:
- American CEOs and Fortune 500 companies are primary stakeholders impacted by wartime economic shifts.
- The U.S. government and Federal Reserve closely monitor corporate sentiment for policy planning.
- Global supply chain leaders, including logistics firms and manufacturers, are involved in adaptation efforts.
- Financial analysts track CEO confidence indices to forecast economic outlooks.
💡 News facts:
- A Fortune survey published June 1, 2026, showed CEO confidence fell 12 points this quarter due to the Iran War's economic effects. https://fortune.com/2026/06/01/ceos-losing-confidence-economy-getting-worse-q2-survey/
- The majority of surveyed CEOs anticipate worsening economic conditions in the next six months according to Fortune's report on June 1, 2026. https://fortune.com/2026/06/01/ceos-losing-confidence-economy-getting-worse-q2-survey/
➡ Potential consequences:
- A sustained drop in CEO confidence may lead to reductions in capital expenditure and hiring in the near term.
- Medium-term, companies could pivot strategies by delaying projects and increasing focus on risk management.
- Persistent economic uncertainty during wartime might increase business consolidation and restructuring.
- Lower corporate optimism could impact national economic recovery efforts.
Digital Waste Management Market Growth Drivers and Projections
In the news:
🗺 Background:
- Digital waste management leverages digital technologies to optimize the collection, processing, and recycling of waste.
- The global digital waste management solution market was valued at $2.97 billion in 2024.
- Precedence Research predicts the market will reach $10.12 billion by 2034, driven by a projected CAGR of 13.04%.
- Rising urbanization and sustainability policies are contributing to rapid adoption of these solutions.
🎩 Key stakeholders:
- Precedence Research is a major market analyst providing growth projections for the sector.
- Waste management technology companies such as Veolia, Suez, and Republic Services are leading solution providers.
- Government agencies worldwide are implementing regulations to encourage digital transformation in waste management.
- Investors are increasingly interested in supporting startups developing digital and IoT-enabled waste management platforms.
💡 News facts:
- On June 2, 2026, Precedence Research reported that the digital waste management market is on track to hit $10.12 billion by 2034, up from $2.97 billion in 2024, at a robust 13.04% CAGR. https://apnews.com/press-release/ein-presswire-newsmatics/digital-waste-management-solution-market-on-track-to-hit-10-12-billion-by-2034-d5dad9953db92a7086367bd023cb4031
➡ Potential consequences:
- Widespread adoption could significantly improve operational efficiency and reduce costs for city waste management systems in the near-term.
- In the medium-term, the sector may attract further investment, fueling innovation and market expansion.
- Increased digitalization could help governments achieve environmental targets related to waste reduction and circular economies.
- Automation and data-driven management may shift workforce requirements towards higher-skilled digital and analytical roles.
AI-Driven Changes in Family Office Practices and Data Privacy Concerns
🗺 Background:
- Family offices increasingly use AI tools to manage wealth and operations, reflecting rapid technological adaptation.
- Citi reports that AI adoption among family offices increased from 13% to 22% within one year.
- There is a growing conflict between improving efficiency with AI and maintaining stringent data privacy standards.
- Principals at family offices express concerns about data exposure, particularly through third-party SaaS platforms.
🎩 Key stakeholders:
- Citi is a leading financial institution monitoring and reporting AI adoption trends in family offices.
- Principals and tech advisors within family offices drive both technological decisions and privacy safeguards.
- AI software vendors and SaaS providers supply tools that pose potential backdoor data risks.
- Wealth management consultants and privacy-focused technologists influence policy and best practices.
💡 News facts:
- On June 1, 2026, Fortune reported that AI usage in family offices rose to 22% from 13% in the past year, with Citi research highlighting this rapid growth. https://fortune.com/2026/06/01/family-offices-ai-adoption-privacy-conflict/
- Family office principals described data privacy as 'non-negotiable' amid increased AI integration, underscoring heightened fears of exposure via SaaS tools, according to Fortune on 2026-06-01. https://fortune.com/2026/06/01/family-offices-ai-adoption-privacy-conflict/
➡ Potential consequences:
- Near-term, family offices may face internal divides over balancing AI-driven efficiency with uncompromising privacy expectations.
- SaaS and AI tool vendors could experience increased scrutiny and heightened privacy compliance pressure from high-net-worth clients.
- Medium-term, stronger regulatory frameworks and market shifts may emerge to address backdoor exposure concerns associated with third-party AI integrations.
- Family legacy planning and intergenerational communication may be further challenged by the digital gap created by accelerating AI adoption.
Science News
Financial Strategies and Risks Behind Tech Giants' Massive AI Investments
In the news:
🗺 Background:
- Tech giants are competing intensely to secure market leadership in artificial intelligence, driving up investment needs.
- Building advanced AI infrastructure requires significant financial resources due to high R&D and operational costs.
- Increased capital outlays are tied to the expansion of AI data centers, talent acquisition, and custom hardware development.
- Large-scale funding rounds are becoming more common as companies pursue technological breakthroughs and market dominance.
🎩 Key stakeholders:
- Alphabet Inc. (parent of Google) is centrally involved in major AI investment strategies.
- Major competitors include Microsoft, Amazon, Meta (Facebook), and Apple.
- Key financial institutions and global investors are participating as primary funders of these massive capital raises.
- Company leadership such as Alphabet's CEO Sundar Pichai are main decision-makers driving these initiatives.
💡 News facts:
- On June 1, 2026, Alphabet announced plans to raise $80 billion to finance its AI buildout, highlighting unprecedented capital requirements for tech giants. https://techcrunch.com/2026/06/01/alphabet-plans-to-raise-80-billion-to-pay-for-ai-buildout/
➡ Potential consequences:
- Near-term, capital markets may become more volatile as investors respond to the scale of tech industry fundraising.
- Smaller firms in the AI sector could face increased barriers to entry due to the massive financial resources mobilized by major players.
- Medium-term, rapid AI deployment may accelerate disruption in sectors like cloud computing, search, and enterprise IT.
- Intensified regulatory scrutiny and antitrust oversight could emerge as large tech firms consolidate greater market power through AI investments.
Recent Advances and Societal Implications of AI Use in the Computer Hardware Sector
In the news:
🗺 Background:
- Artificial intelligence (AI) technologies are increasingly being integrated into computer hardware to deliver smarter, more adaptive devices.
- The global CPU market is valued at approximately $200 billion, with key players focusing on incorporating AI capabilities into their platforms.
- AI-driven PCs are being positioned as the next evolution in personal computing by enhancing automation, performance, and user interaction.
- Recent hardware launches emphasize the role of AI agents that operate directly on consumer devices, not just in the cloud.
🎩 Key stakeholders:
- Nvidia is leading the integration of AI agents into PCs, collaborating with major hardware manufacturers.
- Microsoft, Dell, and HP are significant partners in deploying Nvidia-powered AI agent PCs.
- The strategic partnership between Nvidia and these hardware companies highlights the increasing convergence of AI software and computing hardware.
- Consumers and enterprise users are anticipated to be primary beneficiaries and testers of these new AI-powered PC solutions.
💡 News facts:
- On June 1, 2026, Nvidia announced a new wave of AI agent PCs developed with Microsoft, Dell, and HP, targeting the $200 billion CPU market (https://techcrunch.com/2026/06/01/nvidia-chases-200b-cpu-market-with-ai-agent-pcs-from-microsoft-dell-and-hp/).
➡ Potential consequences:
- In the near-term, widespread AI agent deployment in consumer PCs could shift market share dynamics in the CPU sector.
- Medium-term, the increased prevalence of edge AI capabilities may drive demand for more secure and privacy-centric hardware solutions.
- Integration of AI agents may accelerate the automation of routine digital tasks, raising workforce efficiency and reshaping human-computer interaction.
- Societal concerns may emerge relating to data privacy, surveillance, and the potential deskilling of specialist roles as AI automates tasks previously done by humans.
Security Vulnerabilities in AI-Powered Customer Support Systems: Case Study of Instagram Account Hacks
🗺 Background:
- AI-powered customer support systems automate issue resolution and account management for millions of social media users.
- Instagram relies on Meta's AI support chatbot to handle authentication and recovery requests for compromised accounts.
- Customer support chatbots have become attractive targets for cybercriminals seeking to exploit automated identity verification.
- Account takeovers on social platforms have significant financial and reputational implications for both users and hosting companies.
🎩 Key stakeholders:
- Meta Platforms, Inc. is the parent company of Instagram and developer of the affected AI support chatbot.
- Instagram account holders are the direct victims of unauthorized account access and data breaches.
- Cybersecurity researchers and white-hat hackers are monitoring and reporting on vulnerabilities in AI-powered support systems.
- Meta's internal security and engineering teams are responsible for detecting, mitigating, and communicating about such incidents.
💡 News facts:
- On June 1, 2026, TechCrunch reported that hackers hijacked Instagram accounts by tricking Meta's AI support chatbot into granting unauthorized access. (https://techcrunch.com/2026/06/01/hackers-hijacked-instagram-accounts-by-tricking-meta-ai-support-chatbot-into-granting-access/)
- Several users disclosed via social media that their Instagram accounts were compromised over the weekend due to the chatbot failure, according to the June 1, 2026 TechCrunch article. (https://techcrunch.com/2026/06/01/hackers-hijacked-instagram-accounts-by-tricking-meta-ai-support-chatbot-into-granting-access/)
- The incident received widespread attention after allegations emerged that Meta's own support chatbot was responsible for granting hackers access, as published by TechCrunch on June 1, 2026. (https://techcrunch.com/2026/06/01/hackers-hijacked-instagram-accounts-by-tricking-meta-ai-support-chatbot-into-granting-access/)
➡ Potential consequences:
- In the near term, affected users may experience data loss, privacy violations, and reputational harm due to unauthorized content posted from their accounts.
- Meta may face increased scrutiny from regulators and the public regarding the security of AI-powered customer service tools.
- Medium-term, loss of confidence in automated support systems could drive users to demand human intervention or alternative support channels.
- Successful exploitation could motivate further attacks on other platforms employing similar AI chatbot architectures.
Evaluating Clinical Significance and Accessibility of the New Experimental Pancreatic Cancer Drug
🗺 Background:
- Pancreatic cancer is one of the deadliest cancers, with a 5-year survival rate of less than 10%.
- Traditional treatment options for advanced pancreatic cancer often include chemotherapy, which can have severe side effects.
- Recent years have seen a surge in experimental drugs targeting pancreatic tumors to improve survival and quality of life.
- A new oral drug tested in clinical trials claims to significantly increase overall survival for advanced pancreatic cancer patients.
🎩 Key stakeholders:
- New Scientist reported on the clinical trial results for the experimental pancreatic cancer drug on June 1, 2026.
- Leading oncology researchers and clinicians participated in the development and trial phases of the drug.
- Pharmaceutical companies involved in developing the oral medication are central to its clinical deployment.
- Patient advocacy groups are closely monitoring the drug's accessibility and real-world impact.
💡 News facts:
- A June 1, 2026 New Scientist article reports that an experimental daily pill for advanced pancreatic cancer nearly doubles survival time compared to standard chemotherapy.
- The clinical trial found that people taking the drug in pill form lived almost twice as long as those receiving chemotherapy infusions, according to New Scientist (2026-06-01).
➡ Potential consequences:
- If approved, the drug could quickly become a new standard of care for advanced pancreatic cancer, improving survival rates in the near term.
- Wider accessibility of the pill-based therapy may reduce the need for hospital chemotherapy visits, potentially lowering healthcare costs.
- Medium-term, the drug's success may accelerate further investment and research into oral treatments for hard-to-treat cancers.
- Insurance formulary and regulatory approval decisions in key markets will shape patient access and reimbursement pathways.
Commercial and Environmental Challenges for SpaceX: Water Access as a Limiting Factor in Post-IPO Growth
In the news:
🗺 Background:
- SpaceX is preparing for a potential initial public offering (IPO) and has identified water access as a significant operational risk.
- The company requires substantial water resources to cool its data centers, especially as operations scale.
- Water scarcity and increasing costs could affect SpaceX's infrastructure expansion and long-term sustainability.
- Environmental concerns are increasingly intersecting with commercial growth challenges for aerospace companies.
🎩 Key stakeholders:
- Elon Musk is the CEO of SpaceX, leading its business and environmental strategy.
- Key financial stakeholders include potential investors evaluating the IPO as well as current shareholders.
- Local and federal regulatory agencies oversee environmental and water usage compliance.
- Tech companies with competing data center needs, like Google and Amazon, are affected by regional water resource allocation.
💡 News facts:
- On June 1, 2026, TechCrunch reported that SpaceX cited access to abundant, affordable water as a challenge and a risk factor for its IPO (https://techcrunch.com/2026/06/01/water-access-is-now-a-risk-factor-in-spacexs-ipo/).
- The company publicly stated that 'significant' water resources are necessary to cool its expanding data centers as detailed in a TechCrunch article published June 1, 2026 (https://techcrunch.com/2026/06/01/water-access-is-now-a-risk-factor-in-spacexs-ipo/).
➡ Potential consequences:
- In the near term, SpaceX may face higher costs for water sourcing which could impact IPO valuation.
- Medium-term growth in data center infrastructure could be restricted by regulatory caps or shortages in water supply.
- Shareholder confidence may be influenced by SpaceX's ability to secure sustainable water for future operations.
- Environmental impact scrutiny could result in delays or additional compliance costs for SpaceX.
Culture
No famous recorded painter from 1st century Middle East
"N/A..."
There are no surviving records or well-known painters from the 1st century Middle East. Artistic expression at that time was primarily through architecture, mosaics, and sculpture rather than individual painters with documented biographies....
Philo of Alexandria
""Be kind, for everyone you meet is fighting a hard battle..."
Philo of Alexandria (c. 20 BCE – c. 50 CE) was a Hellenistic Jewish philosopher who lived in Alexandria, Egypt. He is known for blending Jewish theology with Greek philosophy and for his extensive writings on religious and philosophical themes....
Galen
""The physician is the servant of nature..."
Galen (c. 129 – c. 216 CE) was a prominent Greek physician, surgeon, and philosopher who worked in the Roman Empire, including the Middle East region. His extensive medical writings and anatomical studies influenced medicine for many centuries....
Herod the Great
""It is better to be Herod's pig than his son..."
Herod the Great (c. 73 BCE – 4 BCE) was a Roman client king of Judea, renowned for his massive building projects including the expansion of the Second Temple in Jerusalem. His reign was marked by political cunning, building achievements, and controversy over his rule....
NASA
A Planetary Nebula with Cosmic Buckyballs (2026-06-04)
Credits: NASA / APOD
Credits: NASA / APOD
Github
Trading tools
Quantitative-Investment-Trading-system 280 stars #50
中国人民大学财政金融学院“金融计量与量化策略分析”课程与“量化投资交易策略分析与系统设计”课程。...
Quantitative-Trading 271 stars #51
量化投资...
AlphaSuite 224 stars #52
AlphaSuite is an open-source quantitative analysis platform that gives you the power to build, test, and deploy professional-grade trading strategies. It's designed for traders and...
CoinQuantitave 214 stars #53
Digital currency quantitative trading...
Sea Vessels
piratin-simulator-1819 1 stars #50
Motion tracked and voice controlled pirate boat simulator built at DurHack 2018...
lbbg_fish 1 stars #51
Analysing foraging trips of lesser black-backed gulls and their association with commercial fisheries. Combining GPS tracking of birds with VMS boat tracking....
Sense-Hat-Marine 1 stars #52
Testing out if I can use this to keep track of my boat from anywhere...
FMB-Ship-Tracking 1 stars #53
This project code is of C language. This code is the implementation of an IoT-based border warning system for fisherman. It is intended to function in conjunction with an ESP32 mic...
Air Vessels
PlaneTracker 10 stars #50
Simple, good-looking, easy-to-use plane/flight tracker...
BlobTracking 10 stars #51
A project to enable blob tracking in Unity with the TSPS application running in the background. This will map objects to a plane and allow resizing the plane to match the environme...
planetcareer 10 stars #52
PlanetCareer is a job board and job application tracker aimed at helping job seekers track their job applications....
planetsynth 8 stars #53
A python package for generating giant planet cooling tracks....
Imagery
IAug_CDNet 90 stars #50
Official Pytorch Implementation of Adversarial Instance Augmentation for Building Change Detection in Remote Sensing Images....
skin-data-augmentation 87 stars #51
Source code for the paper 'Data Augmentation for Skin Lesion Analysis' — 🏆 Best Paper Award at the ISIC Skin Image Analysis Workshop @ MICCAI 2018...
ImageDataAugmentor 86 stars #52
Custom image data generator for TF Keras that supports the modern augmentation module albumentations...
Smoke-semantic-segmentation 85 stars #53
Smoke detection via semantic segmentation using Baseline U-Net model & LinkNet and image augmentation...
Video
py-gpt 1813 stars #50
Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tool...
Code2Video 1787 stars #51
[ICML 2026] Video generation via code...
deep-printfilm 1779 stars #52
短剧平台 AI Short Film Motion Comic Generation Platform Industrial AI Motion Comic & Video Workbench...
Awesome-World-Models 1748 stars #53
A comprehensive list of papers for the definition of World Models and using World Models for General Video Generation, Embodied AI, and Autonomous Driving, including papers, codes,...