face-recognition-demo/index.html at master · svp19/face-recognition-demo · GitHub

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									<h2 class="text-white">Face detection and recognition for surveillance solutions.</h2>
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									Face Detection <br>
									<span>using</span> YOLOv3
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									YOLOv3-416 is currently one of the best objection detection models and we customized it to perform face detection.Prior detection systems repurpose classifiers or localizers to perform detection. YOLOv3 uses a totally different approach. It applies a single neural network to the full image to achieve extraordinary results!
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								Face Recognition <br>
								<span>using</span> Facenet
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								Despite significant recent advances in the field of face recognition, implementing face verification and recognition efficiently at scale presents serious challenges. FaceNet, tackles this by directly learning mappings from face images to a compact Euclidean space where distances directly correspond to a measure of face similarity.
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					<h1 class="text-center">Use Cases and Demos</h1>
					<h4 class="text-center mt-2">* Results from model trained on IMFDB Dataset</h4>
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								<h4 class="mt-3 text-uppercase">Detecting the master of Disguise</h4>
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									Although, Hrithik Roshan is barely recognized in a few frames, he still is SEEN under that white mask posed as a sculpture from the Movie Dhoom 2 !
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								<h4 class="mt-5 text-uppercase">Catching Criminals red-handed and Green-faced!</h4>
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									See how our model performs in recognizing the quick gun Amitabh Bachchan
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								<h4 class="mt-5 text-uppercase">Finding Celebrities in crowd</h4>
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									Ocassionally, celebrities get lost in the crowd due to the huge number of fans that follow them. In such cases, having a model that could guide security personnel in locating and directing the VIP to a secure location would be really helpful.
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								<h4 class="mt-5 text-uppercase">Aid Police Investigations</h4>
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									Face recognition models can help identify suspects which can further help them crack cases faster. Devices such as body camera's provide as an ideal method for identification due to  the clean angle of recording as seen in this video from Amar Akbar Anthony.
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							<h2 class="text-center mt-5"> Kabhi Khushi Kabhie Gham </h2>
							<h4 class="text-center my-3"> Starring Shah Rukh Khan, Kajol, Jaya Bhaduri and Amitabh Bachchan from the movie...
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						<h2 class="col-12 text-center mt-5">FACE RECOGNITION AND MOB LYNCHING</h2>
						<h4 class="col-12 text-center mt-2">* Results from model trained on our Personal Friends Dataset</h4>
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								<h4 class="mt-5 text-uppercase">Help Recognize Perpetrators and Victims to prevent Mob Lynching</h4>
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									<strong>DISCLAIMER: NO HUMANS WERE HARMED DURING THE MAKING OF THIS VIDEO</strong><br>
									Face recognition models can help identify perpetrators and victims involved in mob lynching. This can in the future help police solve mob lynching cases more efficiently and even prevent them!
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							<h4 class="col-12"> Actors - *for reference in above video</h4>
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