اختر كليتك

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العنوانالعنوان الموازيالجامعةالكليةالقسمالدرجةالبريد الالكترونيرقم الهاتفالتاريخالموضوع العاماللغةالموضوع العاماسم المؤلف الرباعياسم المشرفالمحافظةاسم مرسل المادةالبريد الالكترونيرقم الهاتفالنص الكامل ( الرجاء رفع ملف النص الكامل للاطروحة / الرسالة بصيغة PDF )
Lite Object Detection Model for Resource-Constrained Devices Using TinyMLالنموذج الخفيف للكشف عن األشياء واستخدامه في االجهزة محدودة المواردضمن بيئة تعلم اآللة المصغرةبابلالهندسةالهندسة الكهربائيةالبورد العراقيruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347Vehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.الانكليزيةVehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.رقية علاء ابراهيم عيسىا د ايهاب عبد الرزاق و ا.م.د هلال عبد الحسينبابلرقية علاء ابراهيمruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347https://repository.hilla-unc.edu.iq/wp-content/uploads/gravity_forms/7-f47d7ceef975a707174fe807d5e6fd4e/2025/07/رسالة-كامل-اخير.pdf

العنوانالعنوان الموازيالجامعةالكليةالقسمالدرجةالبريد الالكترونيرقم الهاتفالتاريخالموضوع العاماللغةالموضوع العاماسم المؤلف الرباعياسم المشرفالمحافظةاسم مرسل المادةالبريد الالكترونيرقم الهاتفالنص الكامل ( الرجاء رفع ملف النص الكامل للاطروحة / الرسالة بصيغة PDF )
Lite Object Detection Model for Resource-Constrained Devices Using TinyMLالنموذج الخفيف للكشف عن األشياء واستخدامه في االجهزة محدودة المواردضمن بيئة تعلم اآللة المصغرةبابلالهندسةالهندسة الكهربائيةالبورد العراقيruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347Vehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.الانكليزيةVehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.رقية علاء ابراهيم عيسىا د ايهاب عبد الرزاق و ا.م.د هلال عبد الحسينبابلرقية علاء ابراهيمruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347https://repository.hilla-unc.edu.iq/wp-content/uploads/gravity_forms/7-f47d7ceef975a707174fe807d5e6fd4e/2025/07/رسالة-كامل-اخير.pdf

العنوانالعنوان الموازيالجامعةالكليةالقسمالدرجةالبريد الالكترونيرقم الهاتفالتاريخالموضوع العاماللغةالموضوع العاماسم المؤلف الرباعياسم المشرفالمحافظةاسم مرسل المادةالبريد الالكترونيرقم الهاتفالنص الكامل ( الرجاء رفع ملف النص الكامل للاطروحة / الرسالة بصيغة PDF )
Lite Object Detection Model for Resource-Constrained Devices Using TinyMLالنموذج الخفيف للكشف عن األشياء واستخدامه في االجهزة محدودة المواردضمن بيئة تعلم اآللة المصغرةبابلالهندسةالهندسة الكهربائيةالبورد العراقيruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347Vehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.الانكليزيةVehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.رقية علاء ابراهيم عيسىا د ايهاب عبد الرزاق و ا.م.د هلال عبد الحسينبابلرقية علاء ابراهيمruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347https://repository.hilla-unc.edu.iq/wp-content/uploads/gravity_forms/7-f47d7ceef975a707174fe807d5e6fd4e/2025/07/رسالة-كامل-اخير.pdf

العنوانالعنوان الموازيالجامعةالكليةالقسمالدرجةالبريد الالكترونيرقم الهاتفالتاريخالموضوع العاماللغةالموضوع العاماسم المؤلف الرباعياسم المشرفالمحافظةاسم مرسل المادةالبريد الالكترونيرقم الهاتفالنص الكامل ( الرجاء رفع ملف النص الكامل للاطروحة / الرسالة بصيغة PDF )
Lite Object Detection Model for Resource-Constrained Devices Using TinyMLالنموذج الخفيف للكشف عن األشياء واستخدامه في االجهزة محدودة المواردضمن بيئة تعلم اآللة المصغرةبابلالهندسةالهندسة الكهربائيةالبورد العراقيruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347Vehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.الانكليزيةVehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.رقية علاء ابراهيم عيسىا د ايهاب عبد الرزاق و ا.م.د هلال عبد الحسينبابلرقية علاء ابراهيمruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347https://repository.hilla-unc.edu.iq/wp-content/uploads/gravity_forms/7-f47d7ceef975a707174fe807d5e6fd4e/2025/07/رسالة-كامل-اخير.pdf

العنوانالعنوان الموازيالجامعةالكليةالقسمالدرجةالبريد الالكترونيرقم الهاتفالتاريخالموضوع العاماللغةالموضوع العاماسم المؤلف الرباعياسم المشرفالمحافظةاسم مرسل المادةالبريد الالكترونيرقم الهاتفالنص الكامل ( الرجاء رفع ملف النص الكامل للاطروحة / الرسالة بصيغة PDF )
Lite Object Detection Model for Resource-Constrained Devices Using TinyMLالنموذج الخفيف للكشف عن األشياء واستخدامه في االجهزة محدودة المواردضمن بيئة تعلم اآللة المصغرةبابلالهندسةالهندسة الكهربائيةالبورد العراقيruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347Vehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.الانكليزيةVehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.رقية علاء ابراهيم عيسىا د ايهاب عبد الرزاق و ا.م.د هلال عبد الحسينبابلرقية علاء ابراهيمruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347https://repository.hilla-unc.edu.iq/wp-content/uploads/gravity_forms/7-f47d7ceef975a707174fe807d5e6fd4e/2025/07/رسالة-كامل-اخير.pdf

العنوانالعنوان الموازيالجامعةالكليةالقسمالدرجةالبريد الالكترونيرقم الهاتفالتاريخالموضوع العاماللغةالموضوع العاماسم المؤلف الرباعياسم المشرفالمحافظةاسم مرسل المادةالبريد الالكترونيرقم الهاتفالنص الكامل ( الرجاء رفع ملف النص الكامل للاطروحة / الرسالة بصيغة PDF )
Lite Object Detection Model for Resource-Constrained Devices Using TinyMLالنموذج الخفيف للكشف عن األشياء واستخدامه في االجهزة محدودة المواردضمن بيئة تعلم اآللة المصغرةبابلالهندسةالهندسة الكهربائيةالبورد العراقيruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347Vehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.الانكليزيةVehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.رقية علاء ابراهيم عيسىا د ايهاب عبد الرزاق و ا.م.د هلال عبد الحسينبابلرقية علاء ابراهيمruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347https://repository.hilla-unc.edu.iq/wp-content/uploads/gravity_forms/7-f47d7ceef975a707174fe807d5e6fd4e/2025/07/رسالة-كامل-اخير.pdf

العنوانالعنوان الموازيالجامعةالكليةالقسمالدرجةالبريد الالكترونيرقم الهاتفالتاريخالموضوع العاماللغةالموضوع العاماسم المؤلف الرباعياسم المشرفالمحافظةاسم مرسل المادةالبريد الالكترونيرقم الهاتفالنص الكامل ( الرجاء رفع ملف النص الكامل للاطروحة / الرسالة بصيغة PDF )
Lite Object Detection Model for Resource-Constrained Devices Using TinyMLالنموذج الخفيف للكشف عن األشياء واستخدامه في االجهزة محدودة المواردضمن بيئة تعلم اآللة المصغرةبابلالهندسةالهندسة الكهربائيةالبورد العراقيruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347Vehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.الانكليزيةVehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.رقية علاء ابراهيم عيسىا د ايهاب عبد الرزاق و ا.م.د هلال عبد الحسينبابلرقية علاء ابراهيمruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347https://repository.hilla-unc.edu.iq/wp-content/uploads/gravity_forms/7-f47d7ceef975a707174fe807d5e6fd4e/2025/07/رسالة-كامل-اخير.pdf

العنوانالعنوان الموازيالجامعةالكليةالقسمالدرجةالبريد الالكترونيرقم الهاتفالتاريخالموضوع العاماللغةالموضوع العاماسم المؤلف الرباعياسم المشرفالمحافظةاسم مرسل المادةالبريد الالكترونيرقم الهاتفالنص الكامل ( الرجاء رفع ملف النص الكامل للاطروحة / الرسالة بصيغة PDF )
Lite Object Detection Model for Resource-Constrained Devices Using TinyMLالنموذج الخفيف للكشف عن األشياء واستخدامه في االجهزة محدودة المواردضمن بيئة تعلم اآللة المصغرةبابلالهندسةالهندسة الكهربائيةالبورد العراقيruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347Vehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.الانكليزيةVehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.رقية علاء ابراهيم عيسىا د ايهاب عبد الرزاق و ا.م.د هلال عبد الحسينبابلرقية علاء ابراهيمruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347https://repository.hilla-unc.edu.iq/wp-content/uploads/gravity_forms/7-f47d7ceef975a707174fe807d5e6fd4e/2025/07/رسالة-كامل-اخير.pdf

العنوانالعنوان الموازيالجامعةالكليةالقسمالدرجةالبريد الالكترونيرقم الهاتفالتاريخالموضوع العاماللغةالموضوع العاماسم المؤلف الرباعياسم المشرفالمحافظةاسم مرسل المادةالبريد الالكترونيرقم الهاتفالنص الكامل ( الرجاء رفع ملف النص الكامل للاطروحة / الرسالة بصيغة PDF )
Lite Object Detection Model for Resource-Constrained Devices Using TinyMLالنموذج الخفيف للكشف عن األشياء واستخدامه في االجهزة محدودة المواردضمن بيئة تعلم اآللة المصغرةبابلالهندسةالهندسة الكهربائيةالبورد العراقيruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347Vehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.الانكليزيةVehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.رقية علاء ابراهيم عيسىا د ايهاب عبد الرزاق و ا.م.د هلال عبد الحسينبابلرقية علاء ابراهيمruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347https://repository.hilla-unc.edu.iq/wp-content/uploads/gravity_forms/7-f47d7ceef975a707174fe807d5e6fd4e/2025/07/رسالة-كامل-اخير.pdf

العنوانالعنوان الموازيالجامعةالكليةالقسمالدرجةالبريد الالكترونيرقم الهاتفالتاريخالموضوع العاماللغةالموضوع العاماسم المؤلف الرباعياسم المشرفالمحافظةاسم مرسل المادةالبريد الالكترونيرقم الهاتفالنص الكامل ( الرجاء رفع ملف النص الكامل للاطروحة / الرسالة بصيغة PDF )
Lite Object Detection Model for Resource-Constrained Devices Using TinyMLالنموذج الخفيف للكشف عن األشياء واستخدامه في االجهزة محدودة المواردضمن بيئة تعلم اآللة المصغرةبابلالهندسةالهندسة الكهربائيةالبورد العراقيruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347Vehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.الانكليزيةVehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.رقية علاء ابراهيم عيسىا د ايهاب عبد الرزاق و ا.م.د هلال عبد الحسينبابلرقية علاء ابراهيمruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347https://repository.hilla-unc.edu.iq/wp-content/uploads/gravity_forms/7-f47d7ceef975a707174fe807d5e6fd4e/2025/07/رسالة-كامل-اخير.pdf

العنوانالعنوان الموازيالجامعةالكليةالقسمالدرجةالبريد الالكترونيرقم الهاتفالتاريخالموضوع العاماللغةالموضوع العاماسم المؤلف الرباعياسم المشرفالمحافظةاسم مرسل المادةالبريد الالكترونيرقم الهاتفالنص الكامل ( الرجاء رفع ملف النص الكامل للاطروحة / الرسالة بصيغة PDF )
Lite Object Detection Model for Resource-Constrained Devices Using TinyMLالنموذج الخفيف للكشف عن األشياء واستخدامه في االجهزة محدودة المواردضمن بيئة تعلم اآللة المصغرةبابلالهندسةالهندسة الكهربائيةالبورد العراقيruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347Vehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.الانكليزيةVehicle safety is an important aspect of modern transportation, aiming to protect passengers and reduce the risk of injury in the event of an accident. Technological advancements in recent years have resulted in the creation of Advanced Driver Assistance Systems (ADAS), which improve vehicle safety. An important function of the ADAS system is to identify blind spots in automobiles, and areas around the vehicle that are not visible to the driver. These blind spots pose significant risks and can lead to accidents, particularly while changing lanes.رقية علاء ابراهيم عيسىا د ايهاب عبد الرزاق و ا.م.د هلال عبد الحسينبابلرقية علاء ابراهيمruqia_alaa_ibrahim@hilla-unc.edu.iq07763057347https://repository.hilla-unc.edu.iq/wp-content/uploads/gravity_forms/7-f47d7ceef975a707174fe807d5e6fd4e/2025/07/رسالة-كامل-اخير.pdf