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Robin Cole

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Sugar Radio ShowSugar Radio ShowSugar Radio Show 493 | Robin SchulzFollow me: Website: https://www.hive.co/l/robinschulz Facebook: https://www.hive.co/l/robinschulzfacebook Spotify: https://www.hive.co/l/robinschulzspotify YouTube: https://www.hive.co/l/robinschulzyoutube Twitter: https://www.hive.co/l/robinschulztwitter Instagram: https://www.hive.co/l/robinschulzinstagram II Faces - My Time [SYN] Late Replies - Know U Better [Black Label Recs] Alfrenk, Massimo Solinas - Make Me Way [Monkey Stereo Records] Robin Schulz x NERVO x KOPPY - Freaking You Out (TOTW) [Warner Music Central Europe] The Temper Trap - Sweet...2025-06-1200 minSugar Radio ShowSugar Radio ShowSugar Radio Show 491 | Robin SchulzFollow me: Website: https://www.hive.co/l/robinschulz Facebook: https://www.hive.co/l/robinschulzfacebook Spotify: https://www.hive.co/l/robinschulzspotify YouTube: https://www.hive.co/l/robinschulzyoutube Twitter: https://www.hive.co/l/robinschulztwitter Instagram: https://www.hive.co/l/robinschulzinstagram Hills – Rack City [Repopulate Mars] Fred again.. x Swedish House Mafia - Turn On The Lights again.. [Atlantic] Robin Schulz x OSWALD - eternal life [Warner Music Central Europe] Robin Schulz x NERVO x KOPPY - Freaking You Out (TOTW) [Warner Music Central Europe] The Te...2025-05-2900 minSatellite image deep learningSatellite image deep learningPlanetixx competition approachIn this episode, I caught up with James Doherty and Donal Hill, co-founders of Planetixx (formerly Plastic-i), a company using satellite imagery and AI to monitor ocean debris. Their platform not only detects plastic and other debris, but also predicts its origins and trajectory, enabling more effective interventions. Beyond plastic, they’ve expanded into monitoring algal blooms, a growing environmental concern. The conversation covers the technical and practical challenges of building AI models that work at a global scale, as well as their newly launched platform. A live demo of the platform is available as a separate vi...2025-05-1629 minSatellite image deep learningSatellite image deep learningIceCloudNet and the PhD JourneyIn this episode, I caught up with Kai Jeggle to discuss his experience pursuing a PhD at the intersection of machine learning and remote sensing. The conversation covers Kai's work on IceCloudNet, a deep learning model that reconstructs 3D cloud structures from 2D imagery with sparse depth measurements. Data fusion and sparse machine learning are fascinating topics. I learned a lot from this conversation, and I hope you do to.* 👤 Kai on LinkedIn* 📃 IceCloudNet paper* 🖥️ Code* 💾 Dataset* 📺 Video of this conversation on YouTubeBio: Kai is passionate about leveraging...2025-03-2627 minA Mug of InsightsA Mug of InsightsIs Personal Growth Possible In Our Polarised World? with Cole HastingsIn this episode, we sit down with YouTuber, writer and video essayist Cole Hastings to discuss the topic of personal development and self-help in our polarised world. The episode started with a deep dive into Cole's content creation philosophy. It gradually turned into a discussion on the role of social critique in personal development, begging the question: is personal development still possible when everything seems so hopeless and negative on the news? Find Cole's Work Here: Podcast: https://www.youtube.com/@thehastingsharvestYouTube: https://www.youtube.com/@ColeHastingsSecond Channel...2025-03-1043 minBackcountry MarketingBackcountry MarketingInspire, Activate, Celebrate: Outdoor Storytelling with Robin ThurstonIn this episode, Cole sits down with Robin Thurston, CEO and founder of Outside Interactive, to discuss the importance of inspiring people to engage with the outdoors. They explore the cycle of inspiration, activation, and celebration, emphasizing the role of storytelling and user-generated content in motivating outdoor activities. Robin shares insights on the challenges posed by content overload and the evolving landscape of advertising, while also highlighting the need for brands to adapt to change in the outdoor industry. The discussion also touches on the role of social media in promoting outdoor activities, the necessity of original content for...2025-02-0559 minSatellite image deep learningSatellite image deep learningInsights from the SMAC earthquake detection challengeIn this episode, I caught up with Daniele Rege Cambrin, the organiser of the SMAC earthquake detection challenge, and Giorgio Morales, its winner. The challenge invited participants to leverage Sentinel 1 satellite imagery to identify earthquake-affected areas and measure the strength of events, while promoting scalable and resource-efficient solutions.Giorgio shared his innovative approach that secured first place, and we explored the effort behind designing and solving such a meaningful challenge. This conversation provides valuable insights into developing effective solutions and showcases the potential of satellite data in earthquake monitoring.* 📺 Video of this conversation on YouTube2025-01-1727 minFooty Prime The PodcastFooty Prime The PodcastFooty Prime Ep. 763: TFC Hire New Top Man Robin Fraser, Canada Soccer Name Casey Stoney as CANWNT Leader and FA Cup ResultsJames Sharman, Craig Forrest, Jimmy "Back from Vacay" Brennan, Amy Walsh and Dan Wong, along with JC, discuss Toronto FC's new/old hire of Robin Fraser as Head Coach, Canada Soccer appoint Casey Stoney as Canada's Women's National Team Head Coach and FA Cup Results, plus Tajon, Alphonso updates.BIG POD!GET IN!Presenters: James Sharman, Craig Forrest, Jimmy Brennan, Amy Walsh & Dan WongBig Time Charlee: Jeff Cole, VO and Editor/ProducerThis podcast has content that may use words and share tales that offend...2025-01-131h 07The Art of Being WellThe Art of Being WellRobin Arzón: The Juicy Wellness & Fitness Secrets Of A Peloton Legend In this episode of The Art of Being Well, Dr. Will Cole is joined by Robin Arzón, the trailblazing VP of Fitness Programming and Head Instructor at Peloton. Once a successful lawyer, Robin made a bold leap into wellness, becoming a global fitness icon, 27x marathon and ultra-marathon runner, bestselling author, and founder of the Swagger Society. She shares her inspiring journey from law to fitness, the early days of Peloton, and how she balances life as a plant-based athlete managing type 1 diabetes. Robin also dives into her daily wellness rituals, the importance of consistency in fitness, and ho...2025-01-131h 05Satellite image deep learningSatellite image deep learningBuilding Damage AssessmentIn this episode, I caught up with Caleb Robinson to learn about the building damage assessment toolkit from the Microsoft AI for Good lab. This toolkit enables first responders to carry out an end-to-end workflow for assessing damage to buildings after natural disasters using post-disaster satellite imagery. It includes tools for annotating imagery, fine-tuning deep learning models, and visualizing model predictions on a map. Caleb shared an example where an organisation was able to train a useful model with just 100 annotations and complete the entire workflow in half a day. I believe this represents a significant new capability, enabling...2025-01-0817 minSatellite image deep learningSatellite image deep learningDeepness QGIS pluginIn this episode, I caught up with Marek Kraft to learn about the Deepness QGIS plugin.QGIS is a widely used open-source tool for working with geospatial data. It’s written in Python, and its functionality can be expanded with plugins. One plugin that recently caught my attention is Deepness, developed by Marek and his team.Deepness makes it straightforward to use deep learning models in QGIS. You don’t need specialised hardware like GPUs, and it offers a range of pre-trained models through a model zoo.As a long-time QGIS user, I was...2024-12-1912 minRobin SeyrRobin SeyrAVOID Costly Mistakes! The BEST Way to Keep Your BTC SafeAre you at risk of loosing your Bitcoin? Get the Best Bitcoin Watches ever: - Here: https://www.coinvigilante.com/?ref=robinseyr Where to store your Bitcoin? I personally use a BitBox! - Get a 5% Discount with code "ROBIN" - & visit: https://bitbox.swiss/robin Contact the CyberSecurity & Self Custody Experts from the Bitcoin Way: - 30 mins free call with my link: https://www.thebitcoinway.com/partners/robin Guest's contact: https://x.com/ColeTU !!! Disclaimer: This content is for educational purposes only. The views expressed by Robin Seyr and guests are their own and do not reflect any responsibility...2024-11-1151 minThe Robin Smith ShowThe Robin Smith Show#163 The Halloween Spectacular 2024Today on the show, Robin sits down, partially costumed, with guests:Hilary ColeRich Del GrandeErika BondHilary Cole is a lifelong Maryland resident who just moved back to Baltimore with her husband, Ayman, after almost 20 years on the Eastern Shore. An adventurer at heart, Hilary hopes to expand her horizons with her travels, new experiences, and further education. While she works in human resources professionally, her passion lies in sex education, so she's gaining her certification to put her training & public speaking skills to work in an underserved field. In her...2024-10-282h 10GeomobGeomobRobin Cole: Deep learning and EOThis episode is sponsored by Bee Maps. Dr. Robin Cole joins Alastair to discuss the application of deep learning to satellite imagery and the growing community in this field. Robin shares his background in optical physics and how he transitioned into remote sensing and deep learning. Deep learning, a specific part of the AI family, uses neural networks to process satellite imagery and has seen significant advancements since 2012. The volume of satellite imagery requires automated means of analysis and indexing, and deep learning models have made this possible. There are standardized methods and libraries, such as PyTorch...2024-10-1335 minRobin SeyrRobin SeyrCole Walmsley: Bitcoin Price Predictions are BOGUS!Do BTC Price Predictions have any meaning? Do they serve any purpose at all? Where to store your Bitcoin? I personally use a BitBox! - Get a 5% Discount with code "ROBIN" - & visit: https://bitbox.swiss/robin Where to buy Bitcoin? I personally use 21bitcoin! - Save fees with my code "ROBIN" - & visit: ⁠https://robinbtc.link/21bitcoin Guest's contact: https://x.com/Cole_Walmsley Summary Price predictions in themselves are fruitless, but price is the ultimate signal for Bitcoin adoption. Bitcoin's true value is infinite divided by 21 million, as it will be global money and price in all of...2024-07-221h 01Satellite image deep learningSatellite image deep learningThe FLAIR land cover mapping challengeIn this episode, I caught up with Nicolas Gonthier to learn about the FLAIR land cover mapping challenge. In this challenge, 20cm resolution aerial imagery was used to create high-quality annotations. This data was paired with a time series of medium-resolution Sentinel 2 images to create a rich, multidimensional dataset. Participants in the challenge were able to surpass the baseline solution by 10 points in the target metric, representing a significant step forward in land cover classification capabilities. The dataset is now being expanded to cover a larger area and incorporate additional imaging modalities, which have been sh...2024-07-1718 minSatellite image deep learningSatellite image deep learningMeta-learning with MeteorIn this episode, I caught up with Marc Rußwurm to learn about Meta-learning with Meteor. Our conversation starts with a discussion about meta-learning and the training of Meteor, and how this approach differs from the typical approaches taken to train foundational models. We cover the advantages and challenges of this technique, and discuss the fine-tuning of Meteor with minimal examples—as few as five—for tasks like deforestation monitoring and change detection, and consider what the future could hold for this approach. Meteor showcases the significant potential of few-shot learning for processing remote sensing imagery and proves it's possi...2024-07-0415 minSatellite image deep learningSatellite image deep learningUncertainty Quantification for Neural Networks with Pytorch Lightning UQ BoxIn this episode, I caught up with Nils Lehmann to learn about Uncertainty Quantification for Neural Networks. The conversation begins with a discussion on Bayesian neural networks and their ability to quantify the uncertainty of their predictions. Unlike regular deterministic neural networks, Bayesian neural networks offer a more principled method for providing predictions with a measure of confidence. Nils then introduces the Pytorch Lightning UQ Box project on GitHub, a tool that enables experimentation with a variety of Uncertainty Quantification (UQ) techniques for neural networks. Model interpretability is a crucial topic, essential for providing transparency to end u...2024-05-2425 minThe Wild DispatchThe Wild DispatchEp027: Cole Wilks ↣ Arrowing a 900lb antelope on Naked & Afraid (+ other wilderness stories)Cole Wilks has been putting wild meat on the table (and in the freezer) since he was a kid. Spending months of each year hunting with a bow, it's unsurprising that he's an absolute pro at wilderness survival.Cole has featured as a coach on Hunt Warz, made the final 22 in Season 7 of Alone, and emerged triumphant from a 21-day challenge in the latest season of Discovery channel's Naked and Afraid. On top of that he runs workshops, online classes, hosts a new podcast and has a successful channel on YouTube. Suffice to say if there's a...2024-05-142h 13Murder and Mystery in the Last FrontierMurder and Mystery in the Last FrontierGreed, Betrayal, and the Murder of Doctor Eric GarciaBy all accounts, Doctor Eric Garcia truly cared for Jordan Joplin, but Joplin considered his relationship with the doctor as a means to an end; or as the prosecutor put it, Garcia believed he was in a romantic relationship with Joplin, but Joplin considered it transactional. Garcia had money and objects of value, and Joplin wanted it all for himself. Sources “Anchorage jury finds Jordan Joplin guilty of murder in Dr. Eric Garcia case.” June 2, 2023. Ketchikan Daily News. Jordan Joplin Cole, Shannon. “WA man sentenced to 99 years for murder of Ketchikan doctor.” April 9, 2024. KTUU. Gremore, Graham. “Sean Cody star Jordan Joplin cha...2024-05-0818 minSatellite image deep learningSatellite image deep learningField boundary detection with Segment AnythingIn this episode I caught up with Samuel Bancroft to learn about segmenting field boundaries using Segment Anything, aka SAM. SAM is a foundational model for vision released by Meta, which is capable of zero shot segmentation. However there are many open questions about how to make use of SAM with remote sensing imagery. In this conversation, Samuel describes how he used SAM to perform segmentation of field boundaries using Sentinel 2 imagery over the UK. His best results were obtained not by fine tuning SAM, but by carefully pre-processing a time series of images into HSV colour...2024-05-0718 minSatellite image deep learningSatellite image deep learningInterpretable Deep LearningIn this episode I caught up with Yotam Azriel to learn about interpretable deep learning. Deep learning models are often criticised for being "black box" due to their complex architectures and large number of parameters. Model interpretability is crucial as it enables stakeholders to make informed decisions based on insights into how predictions were made. I think this is an important topic and I learned a lot about the sophisticated techniques and engineering required to develop a platform for model interpretability. You can also view the video of this recording on YouTube.* tensorleap.ai* Yotam...2024-04-2621 minSatellite image deep learningSatellite image deep learningEarthquake detection with Sentinel-1In this episode I caught up with Daniele Rege Cambrin, to learn about Earthquake detection with Sentinel-1 (SAR) images. Daniele has a key role in organising a new competition on this task, SMAC: Seismic Monitoring and Analysis Challenge. The topics covered include the logistics of organising this competition, and the lessons Daniele learned from organising a previous one. You can also view the recording of this discussion on YouTube.- Daniele on LinkedIn- Competition websiteBio: Daniele Rege Cambrin is currently pursuing his Ph.D. and his research interests lie in deep...2024-04-1920 minSmall Changes Big ShiftsSmall Changes Big ShiftsHow Superhero Capes Are Giving Kids Courage with Robyn Rosenberger and Desiree Cole“It’s the small choices we make that determine the rest of our lives.” - Robyn Rosenberger   Each year, more than three million children are hospitalized – either for procedures or ongoing treatment for chronic or terminal illness. Additionally, one in six children have a disability in the U.S. such as autism, ADHD, Aspergers, Cerebral Palsy, Epilepsy, to name a few. During today’s show, Dr. Michelle Robin invites Robyn Rosenberger to share her awe-inspiring story about what led her to become the founder of TinySuperheroes in 2013 to help these kids fight unimaginable battles. Since launching her tiny cape o...2024-04-0730 minSmall Changes Big ShiftsSmall Changes Big ShiftsHow Superhero Capes Are Giving Kids Courage with Robyn Rosenberger and Desiree Cole“It’s the small choices we make that determine the rest of our lives.” - Robyn Rosenberger   Each year, more than three million children are hospitalized – either for procedures or ongoing treatment for chronic or terminal illness. Additionally, one in six children have a disability in the U.S. such as autism, ADHD, Aspergers, Cerebral Palsy, Epilepsy, to name a few. During today’s show, Dr. Michelle Robin invites Robyn Rosenberger to share her awe-inspiring story about what led her to become the founder of TinySuperheroes in 2013 to help these kids fight unimaginable battles. Since launching her tiny cape o...2024-04-0730 minSatellite image deep learningSatellite image deep learningMachine learning with SAR at ASTERRAIn this episode Robin catches up with Inon Sharony to learn about the fascinating world of machine learning with SAR imagery. The unique attributes of SAR imagery, such as its intensity, phase, and polarisation, provide rich information for deep learning models to learn features from. The discussion covers the innovative applications ASTERRA is developing, and the nuances of machine learning with SAR imagery. This video of this episode is available on YouTube* https://asterra.io/* https://www.linkedin.com/in/inonsharony/Bio: Inon Sharony is the Head of AI at ASTERRA, where he...2024-03-1924 minSatellite image deep learningSatellite image deep learningMajor TOM: Expandable EO DatasetsIn this episode, Robin catches up up with Alistair Francis and Mikolaj Czerkawski to learn about Major TOM, which is a significant new public dataset of Sentinel 2 imagery. Noteworthy for its immense size at 45 TB, Major TOM also introduces a set of standards for dataset filtering and integration with other datasets. Their aim in releasing this dataset is to foster a community-centred ecosystem of datasets, open to bias evaluation and adaptable to new domains and sensors. The potential of Major TOM to spur innovation in our field is truly exciting. Note you can also view the video of this...2024-03-0726 minSatellite image deep learningSatellite image deep learningLocation Embedding with SatCLIP, with Konstantin KlemmerIn this video Robin catches up with Konstantin Klemmer to discus SatClip, which is a new global & general purpose location encoder trained on Sentinel 2 imagery. The conversation covered the training of encoders such as CLIP, and discussed the implications for downstream applications. Note you can also view the video of this recording on YouTube here* Konstantin on LinkedIn* SatCLIPBio: Konstantin is a postdoctoral researcher at Microsoft Research New England. His research interests lie broadly within geospatial machine learning and bridging adjacent domains like remote sensing or spatial statistics. Konstantin has a PhD...2024-02-2125 minSatellite image deep learningSatellite image deep learningAI powered image annotation with James GallagherIn this episode Robin catches up with James Gallagher to learn about the latest AI innovations reshaping image annotation. The conversation covered significant new models such as Segment Anything, GroundingDINO and RemoteCLIP, and discussed how these models can be linked together to enable new annotation capabilities. Note you can also view the video of this recording on YouTube here* James on LinkedIn* Autodistill on Github* RoboflowBio: James is a technical marketer at Roboflow, and has written over 100 guides on computer vision, covering areas from CLIP to dataset distillation and model...2024-01-1523 minSatellite image deep learningSatellite image deep learningSuper-Resolution at gamma.earth with Yosef AkhtmanIn this episode, Robin catches up with Yosef Akhtman to discuss super resolution with satellite imagery. Super resolution is a technique which enables transforming an image with 10m pixels into an image with 1m pixels. While this method has some sceptics, it’s potential to improve analytics on the imagery is undeniable. Note you can also view the video of this recording on YouTube here* Yosef on LinkedIn* Medium article: Sentinel-2 Deep Resolution 3.0* More resources on super-resolutionBio: Yosef Akhtman – Independent Researcher with in-depth expertise in Remote Sensing, Earth Observation, Sensor Fusi...2024-01-0633 minWriting the Coast: BC and Yukon Book Prizes PodcastWriting the Coast: BC and Yukon Book Prizes PodcastS5 Episode 14: Robin Stevenson talks about censorship and the need for queer joyABOUT THIS EPISODE: In this episode, host Megan Cole talks to Robin Stevenson. Robin is an author of over 30 books for kids and teens, and the winner of the 2023 Lieutenant Governor's Award for Literary Excellence. In their conversation Robin talks about how we can support authors during times of censorship and book bans, and how she brings queer joy to children's books. Visit BC and Yukon Book Prizes: https://bcyukonbookprizes.com/ ABOUT ROBIN STEVENSON: Robin Stevenson is the award winning author of thirty books of fiction and non-fiction for kids and teens: her writing has been translated into numerous languages...2023-10-2126 minHope for HealthcareHope for HealthcareHow a Nurse Executive is Implementing Key Strategies for Nursing and Clinician Retention while Building Leadership Resilience!I had the privilege of interviewing Dr. Robin Geiger  on Hope for Healthcare! She is the Senior Vice President, Clinician Advocacy at Ingenovis Health and a board-certified nurse executive with over 20 years of hands-on clinical leadership experience. Dr. Geiger and I discuss the current healthcare landscape with nursing and clinician burnout, and how Dr. Geiger, along with her team,  are increasing resilience for healthcare providers, improving quality care and creating solid support systems  for all clinicians within  Ingenovis Health. What inspires me most about Dr Geiger is her passion for shifting our culture into one that is more inclusive, supportive, colla...2023-09-2636 minHope for HealthcareHope for HealthcareHow a Nurse Executive is Implementing Key Strategies for Nursing and Clinician Retention while Building Leadership Resilience!I had the privilege of interviewing Dr. Robin Geiger  on Hope for Healthcare! She is the Senior Vice President, Clinician Advocacy at Ingenovis Health and a board-certified nurse executive with over 20 years of hands-on clinical leadership experience. Dr. Geiger and I discuss the current healthcare landscape with nursing and clinician burnout, and how Dr. Geiger, along with her team,  are increasing resilience for healthcare providers, improving quality care and creating solid support systems  for all clinicians within  Ingenovis Health. What inspires me most about Dr Geiger is her passion for shifting our culture into one that is more inclusive, supportive, colla...2023-09-2636 minSatellite image deep learningSatellite image deep learningDeep learning for 3D understanding of satellite imagesA large fraction of acquired satellite images contain 2D projections of Earth. However, for many downstream applications, 3D understanding is beneficial or necessary. In recent years, deep learning has enabled a number of solutions for learning 3D representations from 2D satellite images. This episode delivers an overview of some of the prominent works in this area. Mikolaj hosts 3 guests: Dawa Derksen, Roger Marí, and Yujiao Shi, providing a summary of each guest’s contributions on the topic as well as a panel discussion. Note you can also view the video of this recording on YouTube hereD...2023-09-261h 41Satellite image deep learningSatellite image deep learningDeep learning in Google Earth Engine with Jake WilkinsIn this episode Robin catches up with Jake Wilkins to learn about Deep learning in Google Earth Engine. Jake has been building commercial Earth Engine applications for the past three years and in this conversation he describes the pros and cons of several approaches to using deep learning models with Earth Engine. Note you can also view the video of this recording on YouTube here* Jake on LinkedIn* https://earthengine.google.com/Bio: Jake is a Software Engineer and Data Scientist based in London, UK. He has been building commercial Google Earth Engine...2023-08-3031 minKenCastKenCastUFOs, Aliens and Congress: Is It For REAL?Are aliens and UFOs real? Recent testimony before Congress suggests the Pentagon currently has possession of UFOs and alien bodies. Is this crazy or is this the biggest story of the millennium? Drew Rohaly joins Ken Cole for this cosmic discussion in a special UFO podcast.Full UAP Hearing: https://www.youtube.com/live/TtYY1mGPnQw?si=RByNhpYBkWPrgaKtRobin Hanson "Grabby Aliens" on Lex Fridman: https://www.youtube.com/watch?v=KBZP4rLk6bk&ab_channel=LexFridmanFollow The Last Row Podcast:-Check out The Last Row Podcast at: https://link.chtbl...2023-08-2900 minThe Trail Went ColdThe Trail Went ColdThe Trail Went Cold - Episode 341 - Carol Ann ColeJanuary 28, 1981. Bossier Parish, Louisiana. The decomposed body of a young woman is discovered in the woods next to a remote logging road. The victim has been stabbed nine times, but since she cannot be identified, she becomes known as “Bossier Doe”. 34 years later, Bossier Doe is finally identified as 17-year old Carol Ann Cole, a Michigan resident who had run away from Texas a few months before she was killed. Suspicion turns towards John Chesson, the man who reported the discovery of Carol Ann’s body to the police, as his daughter was certain that Carol Ann had stayed at the...2023-08-1651 minSatellite image deep learningSatellite image deep learningPyRawS for onboard image processing with Roberto Del PreteIn this episode Robin catches up with Roberto Del Prete to learn about PyRaws. PyRaws is a powerful open source Python package that provides a comprehensive set of tools for working with Sentinel 2 raw imagery. It provides tools for band coregistration, geo-referencing, data visualisation, and image processing. What is particularly exciting is that this software could be deployed onto future satellites, enabling on-board processing using python. Note you can also view the video of this recording on YouTube here* https://github.com/ESA-PhiLab/PyRawS * https://www.linkedin.com/in/roberto-del-prete-8175a7147/ Bio: Roberto...2023-08-1531 minSatellite image deep learningSatellite image deep learningSynthetic training data with Nathan KundtzIn this episode Robin catches up with Nathan Kundtz to learn about the creation, and use of synthetic image data in training machine machine models. Nathan has a PhD in physics, and over 40 peer reviewed papers and 15 patents to his name. As a serial entrepreneur, he has successfully founded multiple companies and raised over $250 million in venture capital funding. Note you can also view the video of this recording on YouTube here* Nathan LinkedIn* rendered.ai* DIRSIG This is a public episode. If you would like to discuss this with...2023-07-1219 minSatellite image deep learningSatellite image deep learningOrbuculum with Derek DingIn the episode I caught up with the co-founder of the company developing Orbuculum, Derek Ding, to learn more about this innovative new platform. What makes Derek's story even more intriguing is that he doesn't have a traditional background in remote sensing. However, fuelled by ambition and a desire to introduce new technologies, he is determined to transform the landscape of the Earth observation data market. My conversation with Derek was thought-provoking, and offered valuable insights into the innovative possibilities within our field. I hope you enjoy this episode. Please note the video is also available on YouTube2023-07-0412 minSatellite image deep learningSatellite image deep learningThe machine learning workflow at Development Seed with Ryan AveryIn this episode, Robin catches up with Ryan Avery to learn about the machine learning workflow at Development Seed. The making of this episode was inspired by a three part blog series Ryan has authored on the ML tooling stack used at Development Seed. Please note the video is also available on YouTube- https://developmentseed.org/blog/2023-04-13-ml-tooling-3 - https://www.linkedin.com/in/ryan-avery-75b165a8/ Bio: Ryan is an expert in developing machine learning-powered services for processing satellite and camera trap imagery, and he is deeply passionate about...2023-05-3128 minSmall Changes Big ShiftsSmall Changes Big ShiftsThe Significance Early Intervention Has on a Child with Autism with Dr. Temple Grandin and Desiree Cole“We need the skills of people on the spectrum.”   - Dr. Temple Grandin   We are bringing you a very special episode this week as it marks the end of our series on Autism Acceptance Month. In today’s show, Dr. Michelle Robin welcomes Dr. Temple Grandin to share the significant impact that early intervention had on her future and how it elevated the quality of life that she lives today. She tells her remarkable journey on the spectrum – everything from not speaking until she was four years old to becoming one of the most recognized autistic advocates, professor...2023-04-3027 minSmall Changes Big ShiftsSmall Changes Big ShiftsThe Significance Early Intervention Has on a Child with Autism with Dr. Temple Grandin and Desiree Cole“We need the skills of people on the spectrum.”   - Dr. Temple Grandin   We are bringing you a very special episode this week as it marks the end of our series on Autism Acceptance Month. In today’s show, Dr. Michelle Robin welcomes Dr. Temple Grandin to share the significant impact that early intervention had on her future and how it elevated the quality of life that she lives today. She tells her remarkable journey on the spectrum – everything from not speaking until she was four years old to becoming one of the most recognized autistic advocates, professor...2023-04-3027 minSmall Changes Big ShiftsSmall Changes Big ShiftsWhy Kids with Autism Need an Opportunity to Play on the Field with Raegan Schurr and Desiree Cole“There’s something about these kids just getting on the field or court because it’s their turn to try.”   - Raegan Shurr Research shows that early intervention for kids with autism spectrum disorder can significantly improve their quality of life as they grow older. In today’s episode, Dr. Michelle Robin invites Raegan Schurr to share how the YMCA of Greater Kansas City has built something called the Challenger Program that helps these kids fulfill some of those critical early intervention needs through sports and teamwork. Raegan explains why they have cultivated an environment that helps parent...2023-04-3028 minSmall Changes Big ShiftsSmall Changes Big ShiftsWhy Kids with Autism Need an Opportunity to Play on the Field with Raegan Schurr and Desiree Cole“There’s something about these kids just getting on the field or court because it’s their turn to try.”   - Raegan Shurr Research shows that early intervention for kids with autism spectrum disorder can significantly improve their quality of life as they grow older. In today’s episode, Dr. Michelle Robin invites Raegan Schurr to share how the YMCA of Greater Kansas City has built something called the Challenger Program that helps these kids fulfill some of those critical early intervention needs through sports and teamwork. Raegan explains why they have cultivated an environment that helps parent...2023-04-3028 minSmall Changes Big ShiftsSmall Changes Big ShiftsThe Unseen Things When Raising a Child with Autism & Why Community Matters with Diana Toman and Desiree Cole“This experience awoken a grace in me towards other parents.” - Diana Toman Parenting can open new doors to community. While kids may be different from one another, parents are still able to speak the same language and navigate similar things happening in their lives. However, raising a child with autism spectrum disorder or other special needs can be a different experience for a parent – one that comes with a realization that you aren’t speaking the same language as everybody else. These parents say isolation can be the hardest part of the journey. In today’s episode, D...2023-04-2343 minSmall Changes Big ShiftsSmall Changes Big ShiftsThe Unseen Things When Raising a Child with Autism & Why Community Matters with Diana Toman and Desiree Cole“This experience awoken a grace in me towards other parents.” - Diana Toman Parenting can open new doors to community. While kids may be different from one another, parents are still able to speak the same language and navigate similar things happening in their lives. However, raising a child with autism spectrum disorder or other special needs can be a different experience for a parent – one that comes with a realization that you aren’t speaking the same language as everybody else. These parents say isolation can be the hardest part of the journey. In today’s episode, D...2023-04-2343 minSmall Changes Big ShiftsSmall Changes Big ShiftsHow Superhero Capes Are Giving Kids Courage with Robyn Rosenberger and Desiree Cole“It’s the small choices we make that determine the rest of our lives.” - Robyn Rosenberger   Each year, more than three million children are hospitalized – either for procedures or ongoing treatment for chronic or terminal illness. Additionally, one in six children have a disability in the U.S. such as autism, ADHD, Aspergers, Cerebral Palsy, Epilepsy, to name a few. During today’s show, Dr. Michelle Robin invites Robyn Rosenberger to share her awe-inspiring story about what led her to become the founder of TinySuperheroes in 2013 to help these kids fight unimaginable battles. Since launching her tiny cape o...2023-04-1630 minSmall Changes Big ShiftsSmall Changes Big ShiftsHow Superhero Capes Are Giving Kids Courage with Robyn Rosenberger and Desiree Cole“It’s the small choices we make that determine the rest of our lives.” - Robyn Rosenberger   Each year, more than three million children are hospitalized – either for procedures or ongoing treatment for chronic or terminal illness. Additionally, one in six children have a disability in the U.S. such as autism, ADHD, Aspergers, Cerebral Palsy, Epilepsy, to name a few. During today’s show, Dr. Michelle Robin invites Robyn Rosenberger to share her awe-inspiring story about what led her to become the founder of TinySuperheroes in 2013 to help these kids fight unimaginable battles. Since launching her tiny cape o...2023-04-1630 minSmall Changes Big ShiftsSmall Changes Big ShiftsWhere to Turn When Raising a Special Needs Child with Heath Burch and Desiree Cole“The families we serve can feel isolated – even scared at times. We want to provide a tangible first step that brings comfort and creates a path.” - Heath Burch  The latest research shows 1 in 44 children are on the autism spectrum – a major change from the early 2000s when those numbers were 1 in 150. While environmental factors are something to consider, researchers say we have made advances over time that have helped build a greater understanding and awareness to it. During today’s show, Dr. Michelle Robin welcomes Heath Burch from CommunityAmerica Credit Union to talk about their Special Needs Plann...2023-04-0925 minSmall Changes Big ShiftsSmall Changes Big ShiftsWhere to Turn When Raising a Special Needs Child with Heath Burch and Desiree Cole“The families we serve can feel isolated – even scared at times. We want to provide a tangible first step that brings comfort and creates a path.” - Heath Burch  The latest research shows 1 in 44 children are on the autism spectrum – a major change from the early 2000s when those numbers were 1 in 150. While environmental factors are something to consider, researchers say we have made advances over time that have helped build a greater understanding and awareness to it. During today’s show, Dr. Michelle Robin welcomes Heath Burch from CommunityAmerica Credit Union to talk about their Special Needs Plann...2023-04-0925 minSatellite image deep learningSatellite image deep learningAI at Nearmap with Michael BewleyIn this video, Robin catches up with Michael Bewley to hear about the use of AI at Nearmap. Nearmap captures very high resolution aerial imagery and Michael and his team have trained a single segmentation model to identify 78 different target layers in the imagery. These layers can then be displayed on a map or accessed via an API. Please note the video is also available on YouTube* Michael on LinkedIn* Nearmap* Nearmap AI docsBio: Michael is the Vice President of AI and Computer Vision at Nearmap. He's worked as a...2023-03-2524 minOn The AppsOn The AppsTorey ColeTorey Cole on dating while sober (its tough). Robin is a cheater. What we learned about relationships from the queer community. Tell your partners what you want in bed and see what happens. Torey Cole is cohost of Bonding Podcast @bondingpod and producer of @jokelabshow. Follow her at @toreycole. Follow Robin and Julian at @yourvirgogirlfriend, @julianbreheny, and @ontheappspod.2023-03-2026 minSatellite image deep learningSatellite image deep learningCareer chat with Martha MorriseyJoin Robin in a career chat with Martha Morrisey, a senior machine learning engineer at Pachama, a company elevating remote sensing data and machine learning to fight climate change by monitoring carbon capture and storage projects in forests. In this episode, Martha shares her career journey and provides further insight into the role of a machine learning engineer.* Martha on LinkedIn* Pachama website* Video on YouTubeBio: Martha is a senior Machine Learning Engineer at Pachama. Prior to Pachama Martha worked at Development Seed, and Maxar. Martha has an undergraduate degree...2023-03-1309 minSatellite image deep learningSatellite image deep learningSatellite image time series with Gilberto CamaraIn this episode, Robin catches up with Gilberto Camara to talk about SITS. SITS is an open-source R package for land use and land cover classification of big Earth observation data using satellite image time series. Gilberto is a Senior Researcher in GIScience, Geoinformatics, Spatial Data Science and Land Use Change at Brazil’s National Institute for Space Research.* https://github.com/e-sensing/sits * https://gilbertocamara.org/* Video on YouTubeBio: Prof. Dr. Gilberto Câmara is a Brazilian researcher in Geoinformatics, GIScience, Spatial Analysis, and Land Use Modelling, who works at...2023-02-2729 minSatellite image deep learningSatellite image deep learningCareer chat with Nishant YadavIn this career chat, Robin catches up with Nishant Yadav to hear about his path from PhD to Applied Scientist (II) at Microsoft Azure AI working on computer vision. Nishant graduated from Northeastern University in Boston, US, with a Ph.D. in machine learning with applications in environmental and climate science. His research focused on developing deep transfer learning methods for extracting information from remotely-sensed data (e.g., satellite imagery). Nishant is an AI optimist, and his current favourite hobby is learning more about generative AI. * https://www.linkedin.com/in/nisyad/* 📺 Video of this cha...2023-02-2015 minSatellite image deep learningSatellite image deep learningVision Transformers for Satellite Image Time Series with Michail TarasiouIn this episode, Robin catches up with Michail Tarasiou to discuss the new paper, ViTs for SITS: Vision Transformers for Satellite Image Time Series. This paper introduces the temporo-spatial vision transformer (TSViT) architecture. The TSViT incorporates novel design choices that make it suitable for time series tasks such as crop classification. In this work, TSViT crop classification and segmentation models are trained and evaluated on Sentinel 2 datasets and achieve state of the art (SOTA) results on these tasks by a significant margin. This is an exciting step towards high accuracy and low cost & automated crop mapping using remote sensing...2023-02-0610 minSatellite image deep learningSatellite image deep learningCareer chat with Zhuang-Fang NaNa YiIn this episode of the career chat series, Robin catches up with Zhuang-Fang NaNa Yi to hear about her career path into the role of senior machine learning engineer at Regrow Ag* https://www.linkedin.com/in/zhuang-fang-yi-phd-01178a34/* https://www.regrow.ag/Bio: Zhuang-Fang NaNa Yi is a senior machine learning engineer at Regrow Ag. Her day-to-day work involves building R&D and machine learning models to scale and generate accurate machine learning-derived data layers for sustainable and regenerative agriculture at Regrow. Formerly, she was a machine learning engineer & GeoAI team lead a...2023-01-2713 minSatellite image deep learningSatellite image deep learningCareer chat with Philip RobinsonIn this podcast, Robin catches up with Philip Robinson to discuss his career path, and hear how he transitioned from working in computer security research, to working on environmental and satellite imaging challenges at the Global Fishing Watch. - https://www.linkedin.com/in/philip-robinson-2878642a/- https://globalfishingwatch.org/ Bio: Philip Robinson is a Scientific Programmer at Global Fishing Watch. Global Fishing Watch works to increase transparency of human activity at sea, by enabling scientific research in how we manage our ocean. Philip transitioned his career from computer security research to environmental...2023-01-2612 minSugar Radio ShowSugar Radio ShowSugar Radio Show 367 | Robin SchulzFollow me: Website: https://www.hive.co/l/robinschulz Facebook: https://www.hive.co/l/robinschulzfacebook Spotify: https://www.hive.co/l/robinschulzspotify YouTube: https://www.hive.co/l/robinschulzyoutube Twitter: https://www.hive.co/l/robinschulztwitter Instagram: https://www.hive.co/l/robinschulzinstagram 1. The Motto (Robin Schulz Remix) – Tiësto & Ava Max 2. Rockstar Baby – Robin Schulz 3. Falling Into You – Lucas Butler & Max Lean 4. Only You – Liam Cole & Bryan V 5. Afraid To Feel – LF SYSTEM 6. On Repeat – Robin Schulz & David Guetta 7. Sun Will Shine – Robin Schulz & Tom Walker (TOTW)2023-01-1200 minThe Joe Cole CastThe Joe Cole CastThe Joe Cole Cast Ep. 11 – Robin Van PersieJoe Cole is joined by Premier League icon, and the Netherlands’ all-time record goal scorer, Robin Van Persie to talk about his footballing education at Arsenal, the move to Manchester United and his glittering international career.2022-11-051h 17The Robin Smith ShowThe Robin Smith Show#092 Hilary ColeHilary Cole is a lifelong Maryland resident about to make her first move out of state with her husband, Ayman. After graduating from Salisbury University, they settled down on MD's Eastern Shore. An adventurer at heart, Hilary hopes to expand her horizons with her travels, new experiences, and further education. As an HR professional in the Cannabis industry, she is passionate about weed and fighting the stigma against it. Next on her plate is getting certified as a sex educator so she can put her training & public speaking skills to work in an underserved field. In her leisure time...2022-09-262h 53