Brain-Score is a platform to evaluate computational models of brain function on their match to brain measurements in primate vision. The intent of Brain-Score is to adopt many (ideally all) the experimental benchmarks in the field for the purpose of model testing, falsification, and comparison...
Descriptions are ordered by their confidence score. Descriptions may include results from celebrity and landmark domain models, if applicable. Two input methods are supported -- (1) Uploading an image or (2) specifying an image URL. A successful response will be ...
Here we introduce a machine-learning-based visual FI for mice that operates on video data from an open-field assay. We use machine vision to extract morphometric, gait and other behavioral features that correlate with FI score and age. We use these features to train a regression model that ...
Dark Field lighting:This type of light source uses several lights in conjunction with different angles to the part. For example, if the part is laying flat on a conveyor belt the lights would be placed at a 45-degree angle to the part. This type of lighting is most useful when looking ...
Vision transformer models have many advantages over CNNs, such as a large receptive field, higher capacity to learn complex features, low inductive bias, etc. Unlike CNNs, which learn local representations through their spatial inductive bias, transformer models learn global representations through the...
Our semi-automated method served two purposes: first, its performance was comparable to that of human labeling, and thus it could be used as a general tool for future research in this field without the need for time-consuming and expensive use of Mechanical Turk resources; second, it showcased...
threshold: threshold for the ratio test symmetric: enables matching image A to B and B to A reduce:bothtakes the intersection of these two lists (cycle-consistent matches);eithertakes their union (removing duplicates) Theoutlier_filterfield can be used to specify an optional outlier filter, whic...
The final rank and score will be determined by the evaluation on the test set ONLY. One account per participant. You cannot sign up to Tianchi from multiple accounts, and therefore you cannot submit from multiple accounts. Each participant can only participate in one team, and each team ca...
Facial emotional recognition (FER) has been applied in the field of human–computer interaction (HCI) in areas such as autopilot, education, medical treatment, psychological treatment4, surveillance and psychological analysis in computer vision5,6. In psychology and computer vision, emotions are ...
The related works that used the publicly available RETOUCH54 test dataset all report relatively small differences in Dice score between the classes with a std of 0.020 to 0.02555,56,57,58 while the ones using private datasets report larger values of 0.07559 and 0.08760. Consequently, we assign ...