Fovea Model Service
Fovea Model Service
Index
Index
_
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A
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B
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C
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D
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E
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F
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G
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H
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I
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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V
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W
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X
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Y
_
__init__() (detection_loader.BoundingBox method)
(detection_loader.Detection method)
(detection_loader.DetectionConfig method)
(detection_loader.DetectionModelLoader method)
(detection_loader.DetectionResult method)
(llm_loader.GenerationConfig method)
(llm_loader.GenerationResult method)
(llm_loader.LLMConfig method)
(llm_loader.LLMLoader method)
(model_manager.InferenceConfig method)
(model_manager.ModelConfig method)
(model_manager.ModelManager method)
(model_manager.TaskConfig method)
(tracking_loader.TrackingConfig method)
(tracking_loader.TrackingFrame method)
(tracking_loader.TrackingMask method)
(tracking_loader.TrackingModelLoader method)
(tracking_loader.TrackingResult method)
(video_utils.VideoInfo method)
(vlm_loader.VLMConfig method)
(vlm_loader.VLMLoader method)
A
AWQ (vlm_loader.QuantizationType attribute)
B
bbox (detection_loader.Detection attribute)
BoundingBox (class in detection_loader)
C
cache_dir (detection_loader.DetectionConfig attribute)
(tracking_loader.TrackingConfig attribute)
check_ffmpeg_available() (in module video_utils)
check_memory_available() (model_manager.ModelManager method)
checkpoint_path (tracking_loader.TrackingConfig attribute)
confidence (detection_loader.Detection attribute)
(tracking_loader.TrackingMask attribute)
confidence_threshold (detection_loader.DetectionConfig attribute)
config (model_manager.ModelManager attribute)
config_path (model_manager.ModelManager attribute)
context_length (llm_loader.LLMConfig attribute)
create_detection_loader() (in module detection_loader)
create_llm_config_from_dict() (in module llm_loader)
create_llm_loader_with_fallback() (in module llm_loader)
create_tracking_loader() (in module tracking_loader)
create_vlm_loader() (in module vlm_loader)
D
default_batch_size (model_manager.InferenceConfig attribute)
description (model_manager.ModelConfig attribute)
detect() (detection_loader.DetectionModelLoader method)
(detection_loader.Florence2Loader method)
(detection_loader.GroundingDINOLoader method)
(detection_loader.OWLv2Loader method)
(detection_loader.YOLOWorldLoader method)
Detection (class in detection_loader)
detection_loader
module
DetectionConfig (class in detection_loader)
DetectionFramework (class in detection_loader)
DetectionModelLoader (class in detection_loader)
DetectionResult (class in detection_loader)
detections (detection_loader.DetectionResult attribute)
device (detection_loader.DetectionConfig attribute)
(tracking_loader.TrackingConfig attribute)
(vlm_loader.VLMConfig attribute)
duration (video_utils.VideoInfo attribute)
E
EIGHT_BIT (vlm_loader.QuantizationType attribute)
evict_lru_model() (model_manager.ModelManager method)
extract_audio() (in module video_utils)
extract_frame() (in module video_utils)
extract_frames_by_rate() (in module video_utils)
extract_frames_uniform() (in module video_utils)
F
finish_reason (llm_loader.GenerationResult attribute)
Florence2Loader (class in detection_loader)
FOUR_BIT (vlm_loader.QuantizationType attribute)
fps (model_manager.ModelConfig attribute)
(tracking_loader.TrackingResult attribute)
(video_utils.VideoInfo attribute)
frame_count (video_utils.VideoInfo attribute)
frame_idx (tracking_loader.TrackingFrame attribute)
frames (tracking_loader.TrackingResult attribute)
framework (detection_loader.DetectionConfig attribute)
(llm_loader.LLMConfig attribute)
(model_manager.ModelConfig attribute)
(tracking_loader.TrackingConfig attribute)
(vlm_loader.VLMConfig attribute)
G
Gemma3Loader (class in vlm_loader)
generate() (llm_loader.LLMLoader method)
(vlm_loader.Gemma3Loader method)
(vlm_loader.InternVL3Loader method)
(vlm_loader.Llama4MaverickLoader method)
(vlm_loader.PixtralLargeLoader method)
(vlm_loader.Qwen25VLLoader method)
(vlm_loader.VLMLoader method)
GenerationConfig (class in llm_loader)
GenerationResult (class in llm_loader)
get_available_vram() (model_manager.ModelManager method)
get_loaded_models() (model_manager.ModelManager method)
get_lru_model() (model_manager.ModelManager method)
get_memory_usage() (llm_loader.LLMLoader method)
get_memory_usage_percentage() (model_manager.ModelManager method)
get_model() (model_manager.ModelManager method)
get_model_config() (model_manager.ModelManager method)
get_selected_config() (model_manager.TaskConfig method)
get_total_vram() (model_manager.ModelManager method)
get_video_info() (in module video_utils)
GroundingDINOLoader (class in detection_loader)
H
height (video_utils.VideoInfo attribute)
I
image_height (detection_loader.DetectionResult attribute)
image_width (detection_loader.DetectionResult attribute)
inference_config (model_manager.ModelManager attribute)
InferenceConfig (class in model_manager)
InferenceFramework (class in vlm_loader)
InternVL3Loader (class in vlm_loader)
is_loaded() (llm_loader.LLMLoader method)
L
label (detection_loader.Detection attribute)
Llama4MaverickLoader (class in vlm_loader)
llm_loader
module
LLMConfig (class in llm_loader)
LLMFramework (class in llm_loader)
LLMLoader (class in llm_loader)
load() (detection_loader.DetectionModelLoader method)
(detection_loader.Florence2Loader method)
(detection_loader.GroundingDINOLoader method)
(detection_loader.OWLv2Loader method)
(detection_loader.YOLOWorldLoader method)
(llm_loader.LLMLoader method)
(tracking_loader.SAM2Loader method)
(tracking_loader.SAM2LongLoader method)
(tracking_loader.SAMURAILoader method)
(tracking_loader.TrackingModelLoader method)
(tracking_loader.YOLO11SegLoader method)
(vlm_loader.Gemma3Loader method)
(vlm_loader.InternVL3Loader method)
(vlm_loader.Llama4MaverickLoader method)
(vlm_loader.PixtralLargeLoader method)
(vlm_loader.Qwen25VLLoader method)
(vlm_loader.VLMLoader method)
load_model() (model_manager.ModelManager method)
loaded_models (model_manager.ModelManager attribute)
M
mask (tracking_loader.TrackingMask attribute)
masks (tracking_loader.TrackingFrame attribute)
max_batch_size (model_manager.InferenceConfig attribute)
max_memory_gb (vlm_loader.VLMConfig attribute)
max_memory_per_model (model_manager.InferenceConfig attribute)
max_tokens (llm_loader.GenerationConfig attribute)
(llm_loader.LLMConfig attribute)
model_id (detection_loader.DetectionConfig attribute)
(llm_loader.LLMConfig attribute)
(model_manager.ModelConfig attribute)
(tracking_loader.TrackingConfig attribute)
(vlm_loader.VLMConfig attribute)
model_load_times (model_manager.ModelManager attribute)
model_manager
module
model_memory_usage (model_manager.ModelManager attribute)
ModelConfig (class in model_manager)
ModelManager (class in model_manager)
module
detection_loader
llm_loader
model_manager
tracking_loader
video_utils
vlm_loader
N
NONE (vlm_loader.QuantizationType attribute)
O
object_id (tracking_loader.TrackingMask attribute)
occlusions (tracking_loader.TrackingFrame attribute)
offload_threshold (model_manager.InferenceConfig attribute)
options (model_manager.TaskConfig attribute)
OWLv2Loader (class in detection_loader)
P
path (video_utils.VideoInfo attribute)
PixtralLargeLoader (class in vlm_loader)
processing_time (detection_loader.DetectionResult attribute)
(tracking_loader.TrackingFrame attribute)
PYTORCH (detection_loader.DetectionFramework attribute)
(tracking_loader.TrackingFramework attribute)
Q
quantization (llm_loader.LLMConfig attribute)
(model_manager.ModelConfig attribute)
(vlm_loader.VLMConfig attribute)
QuantizationType (class in vlm_loader)
Qwen25VLLoader (class in vlm_loader)
R
resize_frame() (in module video_utils)
S
SAM2 (tracking_loader.TrackingFramework attribute)
SAM2Loader (class in tracking_loader)
SAM2LongLoader (class in tracking_loader)
SAMURAILoader (class in tracking_loader)
selected (model_manager.TaskConfig attribute)
set_selected_model() (model_manager.ModelManager method)
SGLANG (llm_loader.LLMFramework attribute)
(vlm_loader.InferenceFramework attribute)
shutdown() (model_manager.ModelManager method)
speed (model_manager.ModelConfig attribute)
stop_sequences (llm_loader.GenerationConfig attribute)
T
task_name (model_manager.TaskConfig attribute)
TaskConfig (class in model_manager)
tasks (model_manager.ModelManager attribute)
temperature (llm_loader.GenerationConfig attribute)
(llm_loader.LLMConfig attribute)
text (llm_loader.GenerationResult attribute)
to_absolute() (detection_loader.BoundingBox method)
to_rle() (tracking_loader.TrackingMask method)
tokens_used (llm_loader.GenerationResult attribute)
top_p (llm_loader.GenerationConfig attribute)
(llm_loader.LLMConfig attribute)
total_processing_time (tracking_loader.TrackingResult attribute)
track() (tracking_loader.SAM2Loader method)
(tracking_loader.SAM2LongLoader method)
(tracking_loader.SAMURAILoader method)
(tracking_loader.TrackingModelLoader method)
(tracking_loader.YOLO11SegLoader method)
tracking_loader
module
TrackingConfig (class in tracking_loader)
TrackingFrame (class in tracking_loader)
TrackingFramework (class in tracking_loader)
TrackingMask (class in tracking_loader)
TrackingModelLoader (class in tracking_loader)
TrackingResult (class in tracking_loader)
TRANSFORMERS (detection_loader.DetectionFramework attribute)
(llm_loader.LLMFramework attribute)
(vlm_loader.InferenceFramework attribute)
trust_remote_code (vlm_loader.VLMConfig attribute)
U
ULTRALYTICS (detection_loader.DetectionFramework attribute)
(tracking_loader.TrackingFramework attribute)
unload() (detection_loader.DetectionModelLoader method)
(llm_loader.LLMLoader method)
(tracking_loader.TrackingModelLoader method)
(vlm_loader.VLMLoader method)
unload_model() (model_manager.ModelManager method)
V
validate_memory_budget() (model_manager.ModelManager method)
video_height (tracking_loader.TrackingResult attribute)
video_utils
module
video_width (tracking_loader.TrackingResult attribute)
VideoInfo (class in video_utils)
VideoProcessingError
VLLM (vlm_loader.InferenceFramework attribute)
vlm_loader
module
VLMConfig (class in vlm_loader)
VLMLoader (class in vlm_loader)
vram_bytes (model_manager.ModelConfig property)
vram_gb (model_manager.ModelConfig attribute)
W
warmup_models() (model_manager.ModelManager method)
warmup_on_startup (model_manager.InferenceConfig attribute)
width (video_utils.VideoInfo attribute)
X
x1 (detection_loader.BoundingBox attribute)
x2 (detection_loader.BoundingBox attribute)
Y
y1 (detection_loader.BoundingBox attribute)
y2 (detection_loader.BoundingBox attribute)
YOLO11SegLoader (class in tracking_loader)
YOLOWorldLoader (class in detection_loader)