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Risenshine! Here is digest of signals harvested on 2026-07-07.
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Markets
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International - 07/07 |
+0.8272% +1.234% MoM | +0.3267% +1.1416% MoM | +0.1272% +1.7015% MoM | +0.8412% +4.2455% MoM |
+0.8412% +4.2455% MoM | +1.0392% +6.389% MoM | +1.865% +3.2713% MoM | +1.3545% +4.3135% MoM |
-1.3945% +1.1291% MoM | +1.2282% -0.545% MoM | +0.8443% +7.6076% MoM | +1.8176% -6.3149% MoM |
+2.2869% +3.6107% MoM | +0.6457% +5.6556% MoM | +2.2983% +6.8107% MoM | +1.4333% -2.8375% MoM |
+0.3979% +5.542% MoM | +2.8856% +8.159% MoM | +1.0011% -2.12% MoM | -0.214% -2.5855% MoM |
+2.4185% +4.1711% MoM | +1.8647% +0.274% MoM | +2.0584% -2.405% MoM | +0.8339% -1.2875% MoM |
+1.532% +0.4928% MoM |
Commodities - 07/07 |
+1.0578% -3.811% MoM | +1.9811% -8.8828% MoM | +0.3558% -22.7895% MoM | +0.7473% -6.8467% MoM |
+2.9918% +4.5955% MoM | +2.0507% +4.059% MoM | +1.4749% -1.8418% MoM | +1.1226% +2.9903% MoM |
+3.4994% +2.5264% MoM | +2.3204% +2.5951% MoM | +1.5036% -4.4425% MoM | -0.4704% -1.1934% MoM |
Favorites - 07/07 |
-0.751% -10.9882% MoM | +6.6104% +12.5874% MoM | -0.9603% -6.0718% MoM | +0.3696% -6.274% MoM |
+2.4881% -32.1311% MoM | +4.2392% +32.1169% MoM | +0.614% -0.4323% MoM | +1.8411% -18.4559% MoM |
+0.6011% -6.3309% MoM | +2.2076% -6.9719% MoM | +1.5372% +10.8189% MoM | +0.942% +3.7365% MoM |
+5.8043% -14.3684% MoM | +1.6226% -13.7026% MoM | +1.3058% +3.6877% MoM | -1.6352% +7.6021% MoM |
Sectors - 07/07 |
+0.8727% +1.6314% MoM | -1.0871% +6.0989% MoM | +0.9349% +8.0239% MoM | -0.8729% +0.5905% MoM |
+2.6822% +1.7604% MoM | +1.0436% +10.3494% MoM | -0.6946% +4.1617% MoM | -0.1208% +1.6869% MoM |
+0.655% +4.9485% MoM | +3.5091% -4.5994% MoM |
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Gainers
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Market closed! Happy holidays! |
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Losers
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Market closed! Happy holidays! |
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Business
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The economic and political implications of Trump's unprecedented $2.2 billion personal income and the Big Player Theory in presidential finance |
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🗺 Background:- Donald Trump reported a personal income of $2.2 billion for the 2023 fiscal year, marking an unprecedented earnings figure for a former U.S. president.
- The 'Big Player Theory' in presidential finance suggests that influential figures like Trump shape market and policy outcomes through their large financial activities.
- Trump's financial disclosures are closely tied to ongoing political debates about transparency and the potential influence of wealth on executive decision-making.
- Major coverage and analysis appeared after the 2024 disclosure filings, raising questions about how personal finances might impact U.S. electoral politics.
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🎩 Key stakeholders:- Donald Trump is the primary individual stakeholder, with his reported income influencing both personal and campaign-related narratives.
- Major institutions involved include the Federal Election Commission and U.S. Department of Justice, which regulate and investigate presidential disclosures.
- Financial firms such as Deutsche Bank and Vornado Realty Trust have been mentioned in Trump-related income streams and business activities.
- Political entities including the Republican National Committee and rival Democratic campaigns closely monitor financial disclosures for strategic purposes.
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➡ Potential consequences:- Near-term, Trump's reported wealth may increase scrutiny of campaign financing and influence, triggering possible legislative reforms.
- Media narratives and FEC responses could shape voter perceptions in the 2026 midterm elections, affecting political strategies.
- Medium-term, the 'Big Player Theory' suggests possible shifts in financial regulations and ethics oversight for presidential candidates.
- Heightened transparency demands could impact both candidate finance disclosures and broader U.S. political fundraising practices.
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Legal battles and intellectual property rights in agriculture: Case Study of California nectarines |
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🗺 Background:- California has been a leading producer of nectarines since the mid-20th century, contributing over 95% of the U.S. output.
- Intellectual property rights for agricultural products in California rose sharply after the Plant Variety Protection Act of 1970.
- Legal disputes have emerged over patented nectarine varieties developed by UC Davis and commercial growers.
- The U.S. agricultural sector has seen increasing litigation regarding genetic patents, especially for fruit crops.
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🎩 Key stakeholders:- University of California, Davis is the primary institution responsible for developing patented nectarine varieties.
- Major stakeholders include Sun World International and DNA Plant Technology Corporation, both active in genetic engineering.
- California growers' associations regularly lobby for clearer intellectual property regulations.
- IP lawyers from firms such as Foley & Lardner LLP represent both research institutions and commercial growers in these disputes.
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➡ Potential consequences:- Near-term consequences may include a freeze on licensing new patented nectarine varieties while litigation proceeds.
- If UC Davis prevails, smaller growers may face higher costs and stricter compliance requirements for accessing new varieties.
- Medium-term effects could include shifts in national policy regarding agricultural patents, impacting other fruit sectors.
- Market uncertainty due to ongoing litigation may suppress investment in nectarine breeding research.
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AI-driven workforce transformation in Japan: The emergence and impact of software engineering agents |
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🗺 Background:- Japan has accelerated the adoption of AI-driven workforce transformation since 2020 in response to labor shortages and aging demographics.
- Software engineering agents powered by advanced AI models, such as OpenAI's GPT-4, have begun automating code review and development tasks in large Japanese enterprises.
- The Japanese Ministry of Economy, Trade and Industry (METI) has published several policy papers since 2022 urging greater integration of generative AI in industrial software processes.
- Major tech hubs including Tokyo and Osaka are seeing increased investment in AI software agents for both manufacturing and office operations.
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🎩 Key stakeholders:- Rakuten, SoftBank, and Hitachi are leading Japanese corporations piloting software engineering agents in production environments.
- Kyoto University and RIKEN are collaborating with industry partners to advance research on AI-driven workforce tools.
- Kazuhiro Suzuki, CTO of NEC Corporation, publicly endorsed software engineering agents in March 2024 for improving productivity.
- The Japan Software Association (JSA) is advocating for best practices in AI agent deployment.
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💡 News facts:- On July 6, 2026, Nikkei Asia reported that Rakuten launched an AI-powered code review system in partnership with OpenAI, significantly reducing code deployment times in its Tokyo office (https://asia.nikkei.com/Business/Technology/Rakuten-launches-AI-code-review-agent-partnership-OpenAI, published 2026-07-06).
- SoftBank announced a strategic alliance with Kyoto University on July 6, 2026, to develop custom software engineering agents for telecommunications infrastructure, according to Japan Times (https://www.japantimes.co.jp/news/2026/07/06/business/softbank-kyoto-ai-agents-alliance/, published 2026-07-06).
- Hitachi began piloting AI-driven software agents for automation of supply chain code maintenance, reported by The Mainichi on July 7, 2026 (https://mainichi.jp/english/articles/20260707/p2a/00m/0bu/016000c, published 2026-07-07).
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➡ Potential consequences:- Near-term, large enterprises will see increased software productivity and reduced human errors, with projected deployment rates rising by 30% by the end of 2026.
- Medium-term, Japan's IT labor market may experience a shift as up to 15% of software engineering tasks become automated, prompting reskilling programs and changes in workforce structure.
- Regulatory reviews led by METI and JSA are likely to address AI agent transparency and accountability concerns through new policy frameworks by 2027.
- Enhanced collaboration between academia and industry could drive innovation and export opportunities for Japanese AI-driven software solutions.
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Russia's implementation of anti-drone technologies for submarine defense in the Black Sea conflict |
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🗺 Background:- Russia has reportedly increased deployment of anti-drone technologies to protect its submarines in the Black Sea amid ongoing conflict with Ukraine.
- The use of unmanned aerial vehicles (UAVs) for reconnaissance and strike missions has escalated in the Black Sea since February 2022.
- Submarine defense enhancements are part of broader military modernization efforts announced by the Russian Ministry of Defence in mid-2023.
- Electronic warfare systems such as Murmansk-BN and drone jammers have become key assets in the defense arsenal to counter naval drone threats.
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🎩 Key stakeholders:- The Russian Navy, led by Admiral Nikolai Yevmenov, oversees deployment of anti-drone systems in the Black Sea fleet.
- The Ministry of Defence of the Russian Federation is responsible for procurement and strategic integration of anti-drone technologies.
- Domestic technology firms such as Rostec and KRET supply electronic warfare and anti-drone equipment for submarine defense.
- Ukrainian naval forces and intelligence units utilize drones to target Russian assets in the Black Sea.
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➡ Potential consequences:- Deployment of advanced anti-drone systems is likely to reduce successful drone attacks on Russian submarines in the short term.
- Ukraine may respond by developing more sophisticated drones capable of bypassing Russian electronic countermeasures.
- Near-term escalation in electronic warfare could complicate NATO monitoring of Black Sea military activity.
- In the medium term, technology races may increase regional arms expenditures and accelerate innovation in both offensive and defensive naval systems.
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Health infrastructure stress due to climate extremes: Undertaker and agency responses to France's ongoing heatwave mortality crisis |
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🗺 Background:- France has been experiencing record-breaking heatwaves since July 2026, placing unprecedented stress on its health infrastructure.
- Mortality rates have surged, with senior citizens and vulnerable populations most affected by extreme temperatures.
- Local agencies and undertakers are mobilizing resources to manage increased deaths and ensure proper care amid ongoing climate extremes.
- Heat-related illnesses have overwhelmed hospitals, prompting emergency measures across several French regions.
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🎩 Key stakeholders:- Key stakeholders include the French Ministry of Health, the Fédération Française des Pompes Funèbres (French Federation of Undertakers), and regional emergency agencies.
- Notable individuals involved are Olivier Véran (Minister of Health), Jean-Pierre Simon (President, French Federation of Undertakers), and directors of regional health agencies.
- Funeral homes and hospitals serve as primary responders to surges in heat-related mortality.
- Municipal authorities and local social services are coordinating relief and support for affected communities.
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➡ Potential consequences:- Near-term consequences include continued strain on hospital capacity, potential delays in burial and mortuary services, and increased demand for emergency relief resources.
- Medium-term consequences may involve policy reforms for heatwave preparedness, enhancement of health infrastructure resilience, and expansion of public health awareness campaigns.
- Failure to address health infrastructure stress could result in further mortality, especially among the elderly and those in under-resourced regions.
- French government may accelerate funding for climate adaptation measures and emergency management technologies.
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Science News
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Impact of AI Jargon and Terminology on Public Understanding and Adoption of Artificial Intelligence |
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🗺 Background:- AI terminology has grown rapidly in complexity since the launch of projects like OpenAI's GPT-3 in June 2020.
- Recent studies by Stanford Human-Centered AI (HAI) highlight that confusing jargon hinders public comprehension and trust in artificial intelligence.
- The adoption rate for AI-powered applications remains uneven across demographics, partly due to unclear language in marketing and education.
- Educational institutions and media are increasingly aware of jargon's impact, as noted in MIT Technology Review analyses from 2024.
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🎩 Key stakeholders:- Key stakeholders include tech companies like OpenAI, Google DeepMind, and Microsoft, as well as academic bodies such as Stanford HAI and MIT.
- Popular science communicators, including Dr. Melanie Mitchell and University College London, play a role in simplifying AI language for the public.
- Government agencies, such as the European Commission, are drafting regulations to address transparency in AI communication.
- AI ethics advocacy groups, including The Partnership on AI, emphasize the necessity for jargon-free discourse in public-facing documents.
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➡ Potential consequences:- In the near-term, persistent jargon may impede AI healthcare adoption, risking delayed patient outcomes and workflow disruptions.
- Medium-term consequences include possible regulatory interventions and mandated plain-language requirements for AI-related consumer communications.
- Opaque terminology could reduce public trust, limiting willingness to use AI tools in areas like finance, education, and transportation.
- Improved clarity in AI language may accelerate innovation uptake and expand accessibility for diverse populations.
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Strategies and Challenges in Marketing for FinOps Startups in Cloud Cost Management |
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🗺 Background:- FinOps startups focus on helping businesses optimize cloud spending, with the market expanding rapidly since 2021.
- Cloud cost management has become essential as organizations increase usage of AWS, Azure, and Google Cloud services.
- Founders face competition from established platforms like CloudHealth (VMware) and Apptio (IBM).
- Marketing strategies often rely on demonstrating ROI and automating granular cost controls.
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🎩 Key stakeholders:- Key stakeholders include startup founders such as JR Storment (FinOps Foundation) and platforms like Spot by NetApp.
- Major cloud providers—Amazon Web Services, Microsoft Azure, and Google Cloud—are integral due to their market dominance.
- Venture capital firms including Andreessen Horowitz and Accel Partners are primary funders for FinOps startups.
- Institutions such as Cloud Native Computing Foundation support best practices in cloud cost management.
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➡ Potential consequences:- Near-term, intensified competition may force startups to focus marketing on unique AI-driven features or integrations.
- Medium-term, increased adoption of FinOps platforms could drive standardization in cloud billing transparency across industries.
- Rapid customer growth could accelerate mergers among FinOps and cloud management firms by 2027.
- Regulatory scrutiny on data privacy in cloud billing could affect marketing claims and strategies.
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Patterns in Electric Vehicle Consumer Preferences: Analysis of the Chevy Silverado EV Sales Performance |
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🗺 Background:- The Chevy Silverado EV is General Motors' latest electric pickup truck, aiming to compete in the rapidly growing EV market.
- Consumer preferences for electric vehicles have been shaped by factors such as range, price, and available charging infrastructure.
- Chevrolet launched the Silverado EV in mid-2024, targeting both commercial and retail customers.
- Sales performance data provides insight into adoption trends among traditional truck buyers shifting to electric options.
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🎩 Key stakeholders:- General Motors is the manufacturer and primary stakeholder for the Chevy Silverado EV.
- Chevrolet is GM's division responsible for the Silverado EV's sales and marketing.
- Major dealerships across North America play a crucial role in retailing the Silverado EV.
- Fleet operators and commercial entities are significant buyers influencing sales patterns.
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➡ Potential consequences:- Near-term: Slower-than-expected Silverado EV sales could prompt GM and Chevrolet to adjust marketing strategies or pricing.
- Near-term: Consumer feedback may lead to rapid updates in EV features, such as range or charging speed.
- Medium-term: Sales patterns may influence broader electric truck adoption and investment in charging networks.
- Medium-term: Competitive dynamics among automakers may shift if Silverado EV gains or loses market share.
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China’s Surge in Battery Electric Vehicle Market: BYD’s Quarter-over-Quarter Growth Compared to Tesla |
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🗺 Background:- China has emerged as the world’s largest market for battery electric vehicles (BEVs), with rapid year-over-year expansion.
- BYD and Tesla are the leading competitors in China’s BEV segment, with BYD frequently outpacing Tesla in domestic sales.
- Quarterly growth metrics have become critical indicators for investor confidence and market strategy within China’s BEV landscape.
- Market attention centers on the comparative performance between BYD’s domestic surge and Tesla’s global positioning.
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🎩 Key stakeholders:- BYD is China’s top native BEV manufacturer, with chairman Wang Chuanfu spearheading its aggressive market expansion.
- Tesla, led by CEO Elon Musk, sustains a significant presence in China through its Shanghai Gigafactory.
- Chinese regulatory agencies such as the Ministry of Industry and Information Technology (MIIT) monitor and influence BEV market growth.
- Key institutional investors include BlackRock and Baillie Gifford, with substantial holdings in both BYD and Tesla.
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➡ Potential consequences:- BYD’s robust Q2 growth may deter foreign competitors and strengthen China’s domestic BEV dominance in the near term.
- Tesla’s sales dip could prompt strategic adjustments in pricing or local production, impacting its long-term China market share.
- Continued BYD expansion may catalyze new industry partnerships and accelerate supply chain innovation over the next 12–24 months.
- Heightened competition and regulatory scrutiny could intensify margin pressures for both companies, affecting global EV pricing and technology adoption.
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Techniques for Space Telescope Life Extension: The NASA Swift Rescue Mission and its Potential Outcomes |
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🗺 Background:- Space telescopes like NASA's Swift Observatory face operational challenges due to aging hardware and limited access for repairs.
- NASA approved the Swift Rescue Mission to explore robotic servicing techniques for extending telescope life in orbit.
- The Swift Observatory launched in 2004 and has contributed to breakthroughs in gamma-ray burst studies.
- Life extension efforts focus on increasing science yield and reducing mission costs.
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🎩 Key stakeholders:- NASA leads and funds the Swift Rescue Mission, coordinating with other space agencies and contractors.
- Principal investigator for Swift is Dr. Neil Gehrels, with teams from Goddard Space Flight Center supporting operations.
- Commercial partners, including robotics firms, have been tapped for hardware and mission development.
- Mission managers collaborate with Swift's international scientific community, including ESA and UK scientists.
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➡ Potential consequences:- Successful robotic servicing may extend Swift's operational lifetime by 5-10 years, enabling additional scientific discoveries.
- Demonstration of these techniques could boost NASA and partners' ability to maintain future telescopes without human intervention.
- Enhanced sensor data from Swift may improve real-time gamma-ray burst alerts, benefitting international astronomers.
- Commercial robotics firms may see increased opportunities in the space servicing market following mission success.
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Culture
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There is no well-documented famous painter from the 8th century Middle East "N/A..." During the 8th century in the Middle East, the tradition of painting as an individual art form was not prominent; art was mainly expressed through calligraphy, architecture, and decorative arts rather than standalone paintings.... | Al-Kumait ibn Zaid "The poet's words are the mirror of his soul..." Al-Kumait ibn Zaid was an 8th-century Arab poet known for his eloquent and expressive poetry during the early Abbasid period, focusing on themes of love, nature, and social issues. He played an important role in the development of Arabic poetry during this era.... |
Jabir ibn Hayyan "The purpose of knowledge is the transformation of the self and the world..." Jabir ibn Hayyan, also known as Geber, was a polymath who lived in the late 8th century and is often considered the father of chemistry for his pioneering work in alchemy and early chemistry. He authored numerous texts on various scientific subjects including chemistry, medicine, and philosophy.... | Al-Mansur "The foundation of a great city is the foundation of a great empire..." Al-Mansur was the second Abbasid Caliph who reigned from 754 to 775 CE, credited with founding the city of Baghdad and consolidating Abbasid power. His reign marked the beginning of the Islamic Golden Age with significant developments in culture, science, and governance.... |
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NASA
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NGC 6188: Dragons of Ara (2026-07-07) Credits: Rod Prazeres |
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Github
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Trading tools |
QuantSystem 102 stars #80 A C++ Quantitative Trading System... | avellaneda-stoikov 94 stars #81 Replication of study Avellaneda, Marco, and Sasha Stoikov: High-frequency trading in a limit order book. Quantitative Finance 8.3 (2008): 217-224. ... |
openapi-python-sdk 91 stars #82 Webull OpenAPI aims to provide quantitative trading investors with convenient, fast and secure services. Webull aims to help every quant traders achieve flexible and changeable tra... | clawquant-trader 87 stars #83 Quantitative trading research infrastructure for AI Agents - backtest, sweep, radar, deploy... |
Sea Vessels |
boat 0 stars #80 Boat-Tracker... | BoatTracker 0 stars #81 Tracking sailboats using YOLO object detection and pixel tracking algorithm... |
boat-track 0 stars #82 boat tracker... | boat 0 stars #83 Personal tracker for boat... |
Air Vessels |
aircraft-spotter 4 stars #80 Track planes with Elixir and GenStage... | blue-planet 4 stars #81 An interactive "SDG 14" awareness platform built in 20 minutes for the "RIT Rajapalayam Web Design Clash". Features marine biodiversity insights, threat tracking, and a JavaScript-... |
Planet-Coaster-Track-Smoother 4 stars #82 A 'Auto Hot Key' script to smooth 4M tracks in Planet Coaster... | SFND_3_3D_Object_Tracking 4 stars #83 Integrated the OpenCV functionality for object detection(YOLO). Clustered the key points based on the bounding boxes, projected the Lidar data on the image plane to calculate the t... |
Imagery |
image-statistics-matching 43 stars #80 Methods for alignment of global image statistics aimed at unsupervised Domain Adaptation and Data Augmentation... | hyperspectral_image_generator 42 stars #81 Hyperspectral image generator with augmentation for Keras... |
RIR 42 stars #82 Random Interpolation Resize: A Free Image Data Augmentation Method for Object Detection in Industry (The codes of RIR (Random Interpolation Resize) ) ... | synthetic-images 41 stars #83 A synthetic image augmentation library for object detection tasks.... |
Video |
MOVA 1063 stars #80 MOVA: Towards Scalable and Synchronized Video–Audio Generation... | Bernini 1058 stars #81 Bernini is a unified framework for video generation and editing that combines an MLLM-based semantic planner with a DiT-based renderer.... |
HunyuanVideo-Foley 1051 stars #82 HunyuanVideo-Foley: Multimodal Diffusion with Representation Alignment for High-Fidelity Foley Audio Generation.... | CVPR2022-DaGAN 996 stars #83 Official code for CVPR2022 paper: Depth-Aware Generative Adversarial Network for Talking Head Video Generation... |