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Ross Girshick

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R-CNN family https://www.zdnet.com/article/facebook-pumps-up-character-recognition-to-mine-memes/ https://analyticsindiamag.com/what-is-region-of-interest-pooling/

Marr Prize and PAMI Young Researcher Award https://syncedreview.com/2019/07/29/neural-architects-what-have-we-learned-and-where-are-we-going/ https://www.thecvf.com/?page_id=413

(there is more)

Look at applications of his work in the news

XNOR.ai

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https://www.theverge.com/2019/11/27/20985527/wyze-person-detection-ai-startup-canceled-removed-dropped https://www.geekwire.com/2020/exclusive-apple-acquires-xnor-ai-edge-ai-spin-paul-allens-ai2-price-200m-range/ https://techcrunch.com/2020/01/15/apple-buys-edge-based-ai-startup-xnor-ai-for-a-reported-200m/ https://www.theverge.com/circuitbreaker/2019/2/15/18225972/tiny-solar-powered-ai-camera-xnor


Region-Based Convolutional Neural Networks

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https://analyticsindiamag.com/how-the-deep-learning-approach-for-object-detection-evolved-over-the-years/ https://dronebelow.com/2019/08/02/deep-learning-based-real-time-multiple-object-detection-and-tracking-via-drone/ https://analyticsindiamag.com/what-is-ssd-how-it-improved-computer-vision-forever/

cascade r-cnn https://www.i-programmer.info/news/105-artificial-intelligence/13224-facebook-releases-detectron2-.html

mask r-cnn https://www.sciencedaily.com/releases/2019/05/190521124525.htm https://venturebeat.com/2019/04/24/google-open-sources-ai-image-segmentation-models-optimized-for-cloud-tpus/


List of Ambarella Devices

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Launch Date Device Variants Applications References
2005 A1 [1]
2007 A2
  • Samsung HD Camcorder
 [2][3][4]
2008 A3 A350, A380, A390 [5][6]
2009 A5 A530, A550, A570, A5S
  • Maximus Doorbell
 [7][8][9]
2010 A6 [10]
2010 A7 A7L, A7L-A, A7LW, A7LS
  • GoPro Hero3 Black
  • Xiaomi Yi
 [11][12][13][14][15][16]
2013 A9 A9AQ
  • Gentex automotive camera
  • Z E1 camera
 [17][18][19][20]
2015 A12 A12S, A12W [21][22][23]
2012 S2 S2L, S2Lm [2][24][25]
2014 S3 S3L [26][27]
2016 S5 S5L
  • IntelliVision face recognition
 [28][29][30]
2019 S6 S6LM [31][32]
2015 H1 [33]
2016 H2 [34]
2016 H12 [35][36]
2017 H22 Cameras:
  • NextBase 622GW
  • SJCAM SJ8 Pro
  • Capture Pocket
  • Vantop 6S
 [37][19][38][39][40][41]
2017 H3 [42][19]
H32 [43]
2017 B6 [18]
2018 CV1 [44][45]
2018 CV2 CV2S, CV2FS [46]
2018 CV22 CV22S, CV22FS, CV22AQ [47][48][49]
2019 CV25 CV25S [50]

Texas Instruments TDA

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There is an article for the Texas Instruments TMS320 digital signal processors, but not on TDA (e.g. TDA2, TDA4).

work in progress

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Archive

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References

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  1. ^ "Ambarella Launches Industry's First HD H.264 System-On-Chip For Hybrid Digital Cameras". Ambarella. Dec 12, 2005. Retrieved Apr 5, 2020.{{cite news}}: CS1 maint: url-status (link)
  2. ^ a b Baghel, Mukesh (Jun 9, 2014). "Ambarella: Set for Solid Growth After a Robust First Quarter". Chron. Retrieved Apr 5, 2020.{{cite news}}: CS1 maint: url-status (link)
  3. ^ "Ambarella Introduces Next-Generation SoC for HD Camera and H.264 Encoder Platform". Ambarella. Jan 8, 2007. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  4. ^ "Samsung Selects Ambarella A2 Platform for HD Camcorder Product Line". Ambarella. Jan 8, 2007. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  5. ^ "Ambarella Introduces Third-Generation SoC for HD Camcorders with Progressive Video". Ambarella. Jan 7, 2008. Retrieved Apr 5, 2020.{{cite news}}: CS1 maint: url-status (link)
  6. ^ "Ambarella Introduces New Chip for Simultaneous Capturing High Resolution Stills and HD Video for Hybrid Cameras". Ambarella. Jan 28, 2008. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  7. ^ "Ambarella A5 Hybrid Camera Platform puts High Quality Photos and Video on a Chip". Ambarella. Jan 5, 2009. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  8. ^ "Ambarella A5s IP camera platform delivers industry-changing combination of image quality, HD H.264 multi-streaming, CPU flexibility, and low power consumption". Ambarella. Mar 16, 2010. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  9. ^ Moore, Clayton (Aug 6, 2019). "Maximus is at the door with its new Answer DualCam Video Doorbell". Digital Trends. Retrieved Apr 5, 2020.{{cite news}}: CS1 maint: url-status (link)
  10. ^ "Ambarella A6 chip platform deployed by Harmonic". Ambarella. Sep 7, 2010. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  11. ^ "Ambarella A7 system-on-chip sets new benchmarks for high-resolution video and image quality in consumer HD cameras". Ambarella. Sep 27, 2010. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  12. ^ "Ambarella A7L Enables the Next Generation of Digital Still Cameras with 1080p60 Fluid Motion Video". Ambarella. Sep 26, 2011. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  13. ^ "Ambarella Unveils Advanced HD Automotive Camera Solutions". Ambarella. Jan 8, 2013. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  14. ^ "Ambarella and Google exploring wearable cameras for Helpouts™". Ambarella. Dec 20, 2013. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  15. ^ Klug, Brian (Jan 13, 2013). "Ambarella Announces A9 Camera SoC - Successor to the A7 in GoPro Hero 3 Black". AnandTech. Retrieved Apr 5, 2020.{{cite news}}: CS1 maint: url-status (link)
  16. ^ Goldman, Joshua (Dec 5, 2015). "Xiaomi Yi review: A higher-end action cam with an entry-level price". CNET. Retrieved Apr 5, 2020.{{cite news}}: CS1 maint: url-status (link)
  17. ^ "Ambarella Introduces 4K Ultra HD Video for Next Generation Mirrorless, Sports, and Digital Still Cameras". Ambarella. Jan 8, 2013. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  18. ^ a b "Ambarella Introduces Automotive Multi-Camera Electronic Mirror and Surround View SoCs". Ambarella. Jan 5, 2017. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  19. ^ a b c Takahashi, Dean (Jan 5, 2017). "Ambarella unveils 4K and 8K imaging chips for cars, drones, VR, and sports cameras". VentureBeat. Retrieved Apr 5, 2020.{{cite news}}: CS1 maint: url-status (link)
  20. ^ Lee, Kevin (Jul 21, 2015). "Someone made a 4K GoPro killer with interchangable lenses". Tech Radar. Retrieved Apr 5, 2020.{{cite news}}: CS1 maint: url-status (link)
  21. ^ "Ambarella A12W Reference Design Kit Enables New Generation of Wearable Police and Security Cameras". Ambarella. Jan 6, 2015. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  22. ^ Sun, Leo (Nov 30, 2016). "These 3 Companies Are Inside Snapchat's Spectacles". The Motley Fool. Retrieved Apr 5, 2020.{{cite news}}: CS1 maint: url-status (link)
  23. ^ Gordon, Scott Adam (Apr 6, 2017). "Xiaomi has released an IP67-rated, 360-degree camera with 6-axis EIS". Android Authority. Retrieved Apr 5, 2020.{{cite news}}: CS1 maint: url-status (link)
  24. ^ "Ambarella S2 IP Camera SoC Delivers 4K Ultra HD Resolution Video". Ambarella. Sep 21, 2012. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  25. ^ "Ambarella S2Lm Battery-Powered IP Camera Reference Design Enables New Generation of Wire-Free Security Cameras". Ambarella. Apr 13, 2015. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  26. ^ "Ambarella S3 IP Camera SoC Delivers Outstanding 4K Video Quality using State-of-the-Art H.265/HEVC Encoding". Ambarella. Oct 22, 2014. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  27. ^ "Ambarella S3L SoC Delivers H.265 Benefits for Home Monitoring and Mainstream Professional IP Cameras". Ambarella. Oct 26, 2015. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  28. ^ "Ambarella S5 IP Camera SoC Delivers 4K 10-bit H.265 Video and Multi-Imager Capabilities to the Professional Surveillance Industry". Ambarella. Apr 5, 2016. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  29. ^ "Ambarella Introduces the S5L Family of 4K SoCs for Professional, Consumer and Battery-Powered IP Security Cameras". Ambarella. Apr 3, 2017. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  30. ^ "IntelliVision Expands Facial Recognition as a Service Offering". Security Sales & Integration (press release). Aug 6, 2018. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  31. ^ "Ambarella Introduces S6LM SoC with Latest Imaging Technology for Professional and Home Security Cameras". Ambarella. Apr 8, 2019. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  32. ^ Takahashi, Dean (Apr 8, 2019). "Ambarella's computer vision chip will boost clarity of home security cameras". VentureBeat. Retrieved Apr 5, 2020.{{cite news}}: CS1 maint: url-status (link)
  33. ^ "Ambarella H1 Camera SoC Doubles Ultra HD Frame Rate for Sports and Flying Cameras". Ambarella. Jan 6, 2015. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  34. ^ "Ambarella Introduces Low Power 4K Ultra HD SoCs for Sports and Flying Cameras". Ambarella. Jan 6, 2016. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  35. ^ Takahashi, Dean (Jan 6, 2016). "These chips are key to drones that shoot high-speed 4K video". VentureBeat. Retrieved Apr 5, 2020.{{cite news}}: CS1 maint: url-status (link)
  36. ^ French, Sally (Jan 6, 2016). "Will drones give Ambarella a much-needed lift?". MarketWatch. Retrieved Apr 5, 2020.{{cite news}}: CS1 maint: url-status (link)
  37. ^ "Ambarella Introduces H22, a 4K Ultra HD SoC for the Next Generation of Drones and Sports Cameras". Ambarella. Jan 5, 2017. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  38. ^ Price, Chris (Jan 14, 2020). "CES 2020: Nextbase unveils Dash Cam with 4K HD recording". Tech Digest. Retrieved Apr 5, 2020.{{cite news}}: CS1 maint: url-status (link)
  39. ^ Thomas, Gordon (Nov 4, 2018). "SJCAM Launches the SJ8 Pro action camera". Camera Jabber. Retrieved Apr 5, 2020.{{cite news}}: CS1 maint: url-status (link)
  40. ^ Horsey, Julian (Oct 31, 2019). "Capture Pocket mini 4K camera with intergrated 3 axis stabiliser". Geeky Gadgets. Retrieved Apr 5, 2020.{{cite news}}: CS1 maint: url-status (link)
  41. ^ Sanchez, Raul (Jan 12, 2020). "Vantop Moment 6S 4K action camera review". The Gadgeteer. Retrieved Apr 5, 2020.{{cite news}}: CS1 maint: url-status (link)
  42. ^ "Ambarella Introduces 8K Ultra HD SoCs for Virtual Reality and Drone Cameras". Ambarella. Jan 5, 2017. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  43. ^ "H32 Product Brief" (PDF). Ambarella. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  44. ^ "Ambarella Introduces CV1 4K Stereovision Processor with CVflow™ Computer Vision Architecture". Ambarella. Jan 8, 2018. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  45. ^ Davies, Alex (Jan 12, 2018). "CES cools on AI silicon, CEVA and Ambarella unveil new designs". Rethink Research. Retrieved Apr 5, 2020.{{cite news}}: CS1 maint: url-status (link)
  46. ^ "Ambarella Introduces CV2 4K Computer Vision SoC with CVflow™ Architecture and Stereovision". Ambarella. Mar 28, 2018. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  47. ^ "Ambarella Introduces CV22AQ Automotive Camera SoC for Advanced Driver Assistance Systems (ADAS)". Ambarella. Dec 17, 2018. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  48. ^ "Ambarella and HELLA Aglaia Partner to Enable Advanced AI Features in Front ADAS Cameras". Ambarella. Dec 17, 2018. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
  49. ^ Frumusanu, Andrei (Jan 16, 2020). "CES 2020: Ambarella Showcases CV2, CV22 and CV25 Demos". AnandTech. Retrieved Apr 5, 2020.{{cite news}}: CS1 maint: url-status (link)
  50. ^ "Ambarella Introduces CV25 SoC with CVflow™ Computer Vision to Enable the Next Generation of Mainstream Intelligent Cameras". Ambarella. Jan 7, 2019. Retrieved Apr 5, 2020.{{cite web}}: CS1 maint: url-status (link)
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